#include <iostream>
using namespace std;
int main(){
   int LA[3] = {}, i;
   cout << "Array Before Insertion:" << endl;
   for(i = 0; i < 3; i++)
      cout << "LA[" << i <<"] = " << LA[i] << endl; 
      
   //prints garbage values
   cout << "Inserting elements.." <<endl;
   cout << "Array After Insertion:" << endl; // prints array values
   for(i = 0; i < 5; i++) {
      LA[i] = i + 2;
      cout << "LA[" << i <<"] = " << LA[i] << endl;
   }
   return 0;
}

输出

Array Before Insertion:
LA[0] = 0
LA[1] = 0
LA[2] = 0
Inserting elements..
Array After Insertion:
LA[0] = 2
LA[1] = 3
LA[2] = 4
LA[3] = 5
LA[4] = 6

public class ArrayDemo {
   public static void main(String []args) {
      int LA[] = new int[3];
      System.out.println("Array Before Insertion:");
      for(int i = 0; i < 3; i++)
         System.out.println("LA[" + i + "] = " + LA[i]); //prints empty array
      System.out.println("Inserting Elements..");
      
      // Printing Array after Insertion
      System.out.println("Array After Insertion:");
      for(int i = 0; i < 3; i++) {
         LA[i] = i+3;
         System.out.println("LA[" + i + "] = " + LA[i]);
      }
   }
}

输出

Array Before Insertion:
LA[0] = 0
LA[1] = 0
LA[2] = 0
Inserting Elements..
Array After Insertion:
LA[0] = 3
LA[1] = 4
LA[2] = 5

# python program to insert element using insert operation
def insert(arr, element):
	arr.append(element)
# Driver's code
if __name__ == '__main__':
	# declaring array and value to insert
	LA = [0, 0, 0]
	x = 0
	# array before inserting an element
	print("Array Before Insertion: ")
	for x in range(len(LA)):
	    print("LA", [x], " = " , LA[x])
	print("Inserting elements....")
	# array after Inserting element
	for x in range(len(LA)):
	    LA.append(x);
	    LA[x] = x+1;
	print("Array After Insertion: ")
	for x in range(len(LA)):
	    print("LA", [x], " = " , LA[x])
 

输出

Array Before Insertion: 
LA [0]  =  0
LA [1]  =  0
LA [2]  =  0
Inserting elements....
Array After Insertion: 
LA [0]  =  1
LA [1]  =  2
LA [2]  =  3
LA [3]  =  0
LA [4]  =  1
LA [5]  =  2

#include <iostream>
using namespace std;
int main(){
   int LA[] = {1,3,5};
   int i, n = 3;
   cout << "The original array elements are :"<<endl;
   for(i = 0; i<n; i++) {
      cout << "LA[" << i << "] = " << LA[i] << endl;
   }
   for(i = 1; i<n; i++) {
      LA[i] = LA[i+1];
      n = n - 1;
   }
   cout << "The array elements after deletion :"<<endl;
   for(i = 0; i<n; i++) {
      cout << "LA[" << i << "] = " << LA[i] <<endl;
   }
}

输出

The original array elements are :
LA[0] = 1
LA[1] = 3
LA[2] = 5
The array elements after deletion :
LA[0] = 1
LA[1] = 5

public class ArrayDemo {
   public static void main(String []args) {
      int LA[] = new int[3];
      int n = LA.length;
      System.out.println("Array Before Deletion:");
      for(int i = 0; i < n; i++) {
         LA[i] = i + 3;
         System.out.println("LA[" + i + "] = " + LA[i]);
      }
      for(int i = 1; i<n-1; i++) {
         LA[i] = LA[i+1];
         n = n - 1;
      }
      System.out.println("Array After Deletion:");
      for(int i = 0; i < n; i++) {
         System.out.println("LA[" + i + "] = " + LA[i]);
      }
   }
}

输出

Array Before Deletion:
LA[0] = 3
LA[1] = 4
LA[2] = 5
Array After Deletion:
LA[0] = 3
LA[1] = 5

#python program to delete the value using delete operation
if __name__ == '__main__':
	# Declaring array and deleting value
	LA = [0,0,0]
	n = len(LA)
	print("Array Before Deletion: ")
	for x in range(len(LA)):
	    LA.append(x)
	    LA[x] = x + 3
	    print("LA", [x], " = " , LA[x])
	# delete the value if exists 
	# or show error it does not exist in the list 
	for x in range(1, n-1):
	    LA[x] = LA[x+1]
	    n = n-1
	print("Array After Deletion: ")
	for x in range(n):
	    print("LA", [x], " = " , LA[x])
 

输出

Array Before Deletion: 
LA [0]  =  3
LA [1]  =  4
LA [2]  =  5
Array After Deletion: 
LA [0]  =  3
LA [1]  =  5

#include <iostream>
using namespace std;
int main(){
   int LA[] = {1,3,5,7,8};
   int item = 5, n = 5;
   int i = 0;
   cout << "The original array elements are : " <<endl;
   for(i = 0; i<n; i++) {
      cout << "LA[" << i << "] = " << LA[i] << endl;
   }
   for(i = 0; i<n; i++) {
      if( LA[i] == item ) {
         cout << "Found element " << item << " at position " << i+1 <<endl;
      }
   }
   return 0;
}

输出

The original array elements are : 
LA[0] = 1
LA[1] = 3
LA[2] = 5
LA[3] = 7
LA[4] = 8
Found element 5 at position 3

public class ArrayDemo{
   public static void main(String []args){
      int LA[] = new int[5];
      System.out.println("Array:");
      for(int i = 0; i < 5; i++) {
         LA[i] = i + 3;
         System.out.println("LA[" + i + "] = " + LA[i]);
      }
      for(int i = 0; i < 5; i++) {
         if(LA[i] == 6)
            System.out.println("Element " + 6 + " is found at index " + i);
      }
   }
}

输出

Array:
LA[0] = 3
LA[1] = 4
LA[2] = 5
LA[3] = 6
LA[4] = 7
Element 6 is found at index 3

#search operation using python
def findElement(arr, n, value):
	for i in range(n):
		if (arr[i] == value):
			return i
	# If the key is not found
	return -1
# Driver's code
if __name__ == '__main__':
	LA = [1,3,5,7,8]
	print("Array element are: ")
	for x in range(len(LA)):
	    print("LA", [x], " = ", LA[x])
	value = 5
	n = len(LA)
		# element found using search operation
	index = findElement(LA, n, value)
	if index != -1:
		print("Element", value, "Found at position = " + str(index + 1))
	else:
		print("Element not found")
 

输出

Array element are: 
LA [0]  =  1
LA [1]  =  3
LA [2]  =  5
LA [3]  =  7
LA [4]  =  8
Element 5 Found at position = 3

#include <iostream>
using namespace std;
int main(){
   int LA[] = {1,3,5,7,8};
   int item = 10, k = 3, n = 5;
   int i = 0, j = n;
   cout << "The original array elements are:\n";
   for(i = 0; i<n; i++)
      cout << "LA[" << i << "] = " << LA[i] << endl;
   return 0;
}

输出

The original array elements are:
LA[0] = 1
LA[1] = 3
LA[2] = 5
LA[3] = 7
LA[4] = 8

public class ArrayDemo {
   public static void main(String []args) {
      int LA[] = new int[5];
      System.out.println("The array elements are: ");
      for(int i = 0; i < 5; i++) {
         LA[i] = i + 2;
         System.out.println("LA[" + i + "] = " + LA[i]);
      }
   }
}

输出

The array elements are: LA[0] = 2
LA[1] = 3
LA[2] = 4
LA[3] = 5
LA[4] = 6

# Python code to iterate over a array using python
LA = [1, 3, 5, 7, 8]
# length of the elements
length = len(LA)
# Traversing the elements using For loop and range
# same as 'for x in range(len(array))'
print("Array elements are: ")
for x in range(length):
	print("LA", [x], " = ", LA[x])
 

输出

Array elements are: 
LA [0]  =  1
LA [1]  =  3
LA [2]  =  5
LA [3]  =  7
LA [4]  =  8

#include <iostream>
using namespace std;
int main(){
   int LA[] = {1,3,5,7,8};
   int item = 10, k = 3, n = 5;
   int i = 0, j = n;
   cout << "The original array elements are :\n";
   for(i = 0; i<n; i++)
      cout << "LA[" << i << "] = " << LA[i] << endl;
   LA[2] = item;
   cout << "The array elements after updation are :\n";
   for(i = 0; i<n; i++)
      cout << "LA[" << i << "] = " << LA[i] << endl;
   return 0;
}

输出

The original array elements are :
LA[0] = 1
LA[1] = 3
LA[2] = 5
LA[3] = 7
LA[4] = 8
The array elements after updation are :
LA[0] = 1
LA[1] = 3
LA[2] = 10
LA[3] = 7
LA[4] = 8

public class ArrayDemo {
   public static void main(String []args) {
      int LA[] = new int[5];
      int item = 15;
      System.out.println("The array elements are: ");
      for(int i = 0; i < 5; i++) {
         LA[i] = i + 2;
         System.out.println("LA[" + i + "] = " + LA[i]);
      }
      LA[3] = item;
      System.out.println("The array elements after updation are: ");
      for(int i = 0; i < 5; i++)
         System.out.println("LA[" + i + "] = " + LA[i]);
   }
}

输出

The array elements are: 
LA[0] = 2
LA[1] = 3
LA[2] = 4
LA[3] = 5
LA[4] = 6
The array elements after updation are: 
LA[0] = 2
LA[1] = 3
LA[2] = 4
LA[3] = 15
LA[4] = 6

#update operation using python
#Declaring array elements
LA = [1,3,5,7,8]
#before updation
print("The original array elements are :");
for x in range(len(LA)):
    print("LA", [x], " = ", LA[x])
#after updation
LA[2] = 10
print("The array elements after updation are: ")
for x in range(len(LA)):
    print("LA", [x], " = ", LA[x])
 

输出

The original array elements are :
LA [0]  =  1
LA [1]  =  3
LA [2]  =  5
LA [3]  =  7
LA [4]  =  8
The array elements after updation are: 
LA [0]  =  1
LA [1]  =  3
LA [2]  =  10
LA [3]  =  7
LA [4]  =  8

#include <iostream>
using namespace std;
int main(){
   int LA[] = {1,3,5,7,8};
   int n = 5;
   int i;
   cout << "The original array elements are :\n";
   for(i = 0; i<n; i++)
      cout << "LA[" << i << "] = " << LA[i] << endl;
   return 0;
}

输出

The original array elements are :
LA[0] = 1
LA[1] = 3
LA[2] = 5
LA[3] = 7
LA[4] = 8

public class ArrayDemo {
   public static void main(String []args) {
      int LA[] = new int[5];
      System.out.println("The array elements are: ");
      for(int i = 0; i < 5; i++) {
         LA[i] = i + 2;
         System.out.println("LA[" + i + "] = " + LA[i]);
      }
   }
}

输出

The array elements are: 
LA[0] = 2
LA[1] = 3
LA[2] = 4
LA[3] = 5
LA[4] = 6

#Display operation using python
#Display operation using python
#Declaring array elements
LA = [2,3,4,5,6]
#Displaying the array
print("The array elements are: ")
for x in range(len(LA)):
    print("LA", [x], " = " , LA[x])
 

输出

The array elements are: 
LA [0]  =  2
LA [1]  =  3
LA [2]  =  4
LA [3]  =  5
LA [4]  =  6

#include <bits/stdc++.h>
#include <string>
using namespace std;
struct node {
   int data;
   struct node *next;
};
struct node *head = NULL;
struct node *current = NULL;

// display the list
void printList(){
   struct node *p = head;
   cout << "\n[";
   
   //start from the beginning
   while(p != NULL) {
      cout << " " << p->data << " ";
      p = p->next;
   }
   cout << "]";
}

//insertion at the beginning
void insertatbegin(int data){
   
   //create a link
   struct node *lk = (struct node*) malloc(sizeof(struct node));
   lk->data = data;
   
   // point it to old first node
   lk->next = head;
   
   //point first to new first node
   head = lk;
}
int main(){
   insertatbegin(12);
   insertatbegin(22);
   insertatbegin(30);
   insertatbegin(44);
   insertatbegin(50);
   cout << "Linked List: ";
   
   // print list
   printList();
}

输出

Linked List: 
[ 50  44  30  22  12 ]

public class Linked_List {
   static class node {
      int data;
      node next;
      node (int value) {
         data = value;
         next = null;
      }
   }
   static node head;
   
   // display the list
   static void printList() {
      node p = head;
      System.out.print("\n[");
   
      //start from the beginning
      while(p != null) {
         System.out.print(" " + p.data + " ");
         p = p.next;
      }
      System.out.print("]");
   }

   //insertion at the beginning
   static void insertatbegin(int data) {

      //create a link
      node lk = new node(data);;

      // point it to old first node
      lk.next = head;

      //point first to new first node
      head = lk;
   }
   public static void main(String args[]) {
      int k=0;
      insertatbegin(12);
      insertatbegin(22);
      insertatbegin(30);
      insertatbegin(44);
      insertatbegin(50);
      insertatbegin(33);
      System.out.println("Linked List: ");
      
      // print list
      printList();
   }
}

输出

Linked List: 

[33  50  44  30  22  12 ]

class Node:
   def __init__(self, data=None):
      self.data = data
      self.next = None
class SLL:
   def __init__(self):
      self.head = None

# Print the linked list
   def listprint(self):
      printval = self.head
      print("Linked List: ")
      while printval is not None:
         print (printval.data)
         printval = printval.next
   def AddAtBeginning(self,newdata):
      NewNode = Node(newdata)

      # Update the new nodes next val to existing node
      NewNode.next = self.head
      self.head = NewNode

l1 = SLL()
l1.head = Node("731")
e2 = Node("672")
e3 = Node("63")

l1.head.next = e2
e2.next = e3

l1.AddAtBeginning("122")
l1.listprint()

输出

Linked List: 
122
731
672
63

#include <bits/stdc++.h>
#include <string>
using namespace std;
struct node {
   int data;
   struct node *next;
};
struct node *head = NULL;
struct node *current = NULL;

// display the list
void printList(){
   struct node *p = head;
   cout << "\n[";
   
   //start from the beginning
   while(p != NULL) {
      cout << " " << p->data << " ";
      p = p->next;
   }
   cout << "]";
}

//insertion at the beginning
void insertatbegin(int data){

   //create a link
   struct node *lk = (struct node*) malloc(sizeof(struct node));
   lk->data = data;

   // point it to old first node
   lk->next = head;

   //point first to new first node
   head = lk;
}
void insertatend(int data){
   
   //create a link
   struct node *lk = (struct node*) malloc(sizeof(struct node));
   lk->data = data;
   struct node *linkedlist = head;

   // point it to old first node
   while(linkedlist->next != NULL)
      linkedlist = linkedlist->next;

   //point first to new first node
   linkedlist->next = lk;
}
int main(){
   insertatbegin(12);
   insertatend(22);
   insertatbegin(30);
   insertatend(44);
   insertatbegin(50);
   cout << "Linked List: ";

   // print list
   printList();
}

输出

Linked List: 
[ 50  30  12  22  44 ]

public class Linked_List {
   static class node {
      int data;
      node next;
      node (int value) {
         data = value;
         next = null;
      }
   }
   static node head;

   // display the list
   static void printList() {
      node p = head;
      System.out.print("\n[");

      //start from the beginning
      while(p != null) {
         System.out.print(" " + p.data + " ");
         p = p.next;
      }
      System.out.print("]");
   }

   //insertion at the beginning
   static void insertatbegin(int data) {

      //create a link
      node lk = new node(data);;

      // point it to old first node
      lk.next = head;

      //point first to new first node
      head = lk;
   }
   static void insertatend(int data) {
   
      //create a link
      node lk = new node(data);
      node linkedlist = head;

      // point it to old first node
      while(linkedlist.next != null)
         linkedlist = linkedlist.next;

      //point first to new first node
      linkedlist.next = lk;
   }
   public static void main(String args[]) {
      int k=0;
      insertatbegin(12);
      insertatbegin(22);
      insertatbegin(30);
      insertatend(44);
      insertatend(50);
      insertatend(33);
      System.out.println("Linked List: ");

      // print list
      printList();
   }
}

输出

Linked List: 
[ 30  22  12  44 50  33 ]

class Node:
   def __init__(self, data=None):
      self.data = data
      self.next = None
class LL:
   def __init__(self):
      self.head = None
   def listprint(self):
      val = self.head
      print("Linked List:")
      while val is not None:
         print(val.data)
         val = val.next

l1 = LL()
l1.head = Node("23")
l2 = Node("12")
l3 = Node("7")
l4 = Node("14")
l5 = Node("61")

# Linking the first Node to second node
l1.head.next = l2

# Linking the second Node to third node
l2.next = l3
l3.next = l4
l4.next = l5
l1.listprint()

输出

Linked List:
23
12
7
14
61

#include <bits/stdc++.h>
#include <string>
using namespace std;
struct node {
   int data;
   struct node *next;
};
struct node *head = NULL;
struct node *current = NULL;

// display the list
void printList(){
   struct node *p = head;
   cout << "\n[";
   
   //start from the beginning
   while(p != NULL) {
      cout << " " << p->data << " ";
      p = p->next;
   }
   cout << "]";
}

//insertion at the beginning
void insertatbegin(int data){

   //create a link
   struct node *lk = (struct node*) malloc(sizeof(struct node));
   lk->data = data;

   // point it to old first node
   lk->next = head;

   //point first to new first node
   head = lk;
}
void insertafternode(struct node *list, int data){
   struct node *lk = (struct node*) malloc(sizeof(struct node));
   lk->data = data;
   lk->next = list->next;
   list->next = lk;
}
int main(){
   insertatbegin(12);
   insertatbegin(22);
   insertatbegin(30);
   insertafternode(head->next,44);
   insertafternode(head->next->next, 50);
   cout << "Linked List: ";

   // print list
   printList();
}

输出

Linked List: 
[ 30  22  44  50  12 ]

public class Linked_List {
   static class node {
      int data;
      node next;
      node (int value) {
         data = value;
         next = null;
      }
   }
   static node head;

   // display the list
   static void printList() {
      node p = head;
      System.out.print("\n[");

      //start from the beginning
      while(p != null) {
         System.out.print(" " + p.data + " ");
         p = p.next;
      }
      System.out.print("]");
   }

   //insertion at the beginning
   static void insertatbegin(int data) {

      //create a link
      node lk = new node(data);;

      // point it to old first node
      lk.next = head;

      //point first to new first node
      head = lk;
   }
   static void insertafternode(node list, int data) {
      node lk = new node(data);
      lk.next = list.next;
      list.next = lk;
   }
   public static void main(String args[]) {
      int k=0;
      insertatbegin(12);
      insertatbegin(22);
      insertatbegin(30);
      insertatbegin(44);
      insertafternode(head.next, 50);
      insertafternode(head.next.next, 33);
      System.out.println("Linked List: ");

      // print list
      printList();
   }
}

输出

Linked List: 

[44  30  50  33  22  12 ]

class Node:
   def __init__(self, data=None):
      self.data = data
      self.next = None

class SLL:
   def __init__(self):
      self.head = None

# Print the linked list
   def listprint(self):
      printval = self.head
      print("Linked List: ")
      while printval is not None:
         print (printval.data)
         printval = printval.next

   # Function to add node
   def InsertAtPos(self,nodeatpos,newdata):
      if nodeatpos is None:
         print("The mentioned node is absent")
         return
      NewNode = Node(newdata)
      NewNode.next = nodeatpos.next
      nodeatpos.next = NewNode

l1 = SLL()
l1.head = Node("731")
e2 = Node("672")
e3 = Node("63")

l1.head.next = e2
e2.next = e3

l1.InsertAtPos(l1.head.next, "122")
l1.listprint()

输出

Linked List: 
731
672
122
63

#include <bits/stdc++.h>
#include <string>
using namespace std;
struct node {
   int data;
   struct node *next;
};
struct node *head = NULL;
struct node *current = NULL;

// display the list
void printList(){
   struct node *p = head;
   cout << "\n[";
   
   //start from the beginning
   while(p != NULL) {
      cout << " " << p->data << " ";
      p = p->next;
   }
   cout << "]";
}

//insertion at the beginning
void insertatbegin(int data){
   
   //create a link
   struct node *lk = (struct node*) malloc(sizeof(struct node));
   lk->data = data;

   // point it to old first node
   lk->next = head;

   //point first to new first node
   head = lk;
}
void deleteatbegin(){
   head = head->next;
}
int main(){
   insertatbegin(12);
   insertatbegin(22);
   insertatbegin(30);
   insertatbegin(44);
   insertatbegin(50);
   cout << "Linked List: ";

   // print list
   printList();
   deleteatbegin();
   cout << "Linked List after deletion: ";
   printList();
}      

输出

Linked List: 
[ 50  44  30  22  12 ]
Linked List after deletion: 
[ 44  30  22  12 ]

public class Linked_List {
   static class node {
      int data;
      node next;
      node (int value) {
         data = value;
         next = null;
      }
   }
   static node head;
   
   // display the list
   static void printList() {
      node p = head;
      System.out.print("\n[");
      
      //start from the beginning
      while(p != null) {
         System.out.print(" " + p.data + " ");
         p = p.next;
      }
      System.out.print("]");
   }
   
   //insertion at the beginning
   static void insertatbegin(int data) {

      //create a link
      node lk = new node(data);;
      
      // point it to old first node
      lk.next = head;
      
      //point first to new first node
      head = lk;
   }
   static void deleteatbegin() {
      head = head.next;
   }
   public static void main(String args[]) {
      int k=0;
      insertatbegin(12);
      insertatbegin(22);
      insertatbegin(30);
      insertatbegin(44);
      insertatbegin(50);
      insertatbegin(33);
      System.out.println("Linked List: ");
      
      // print list
      printList();
      deleteatbegin();
      System.out.println("\nLinked List after deletion: ");
      
      // print list
      printList();
   }
}

输出

Linked List: 
[ 33  50  44  30  22  12 ]
Linked List after deletion: 

[50  44  30  22  12 ]

#python code for deletion at beginning using linked list.
from typing import Optional
class Node:
    def __init__(self, data: int, next: Optional['Node'] = None):
        self.data = data
        self.next = next
class LinkedList:
    def __init__(self):
        self.head = None
     #display the list
    def print_list(self):
        p = self.head
        print("\n[", end="")
        while p:
            print(f" {p.data} ", end="")
            p = p.next
        print("]")
     #Insertion at the beginning
    def insert_at_begin(self, data: int):
        lk = Node(data)
         #point it to old first node
        lk.next = self.head
        #point firt to new first node
        self.head = lk
    def delete_at_begin(self):
        self.head = self.head.next
if __name__ == "__main__":
    linked_list = LinkedList()
    linked_list.insert_at_begin(12)
    linked_list.insert_at_begin(22)
    linked_list.insert_at_begin(30)
    linked_list.insert_at_begin(44)
    linked_list.insert_at_begin(50)
    #print list
    print("Linked List: ", end="")
    linked_list.print_list()
    linked_list.delete_at_begin()
    print("Linked List after deletion: ", end="")
    linked_list.print_list()

输出

Linked List: 
[ 50  44  30  22  12 ]
Linked List after deletion: 
[ 44  30  22  12 ]

#include <bits/stdc++.h>
#include <string>
using namespace std;
struct node {
   int data;
   struct node *next;
};
struct node *head = NULL;
struct node *current = NULL;

// Displaying the list
void printList(){
   struct node *p = head;
   while(p != NULL) {
      cout << " " << p->data << " ";
      p = p->next;
   }
}

// Insertion at the beginning
void insertatbegin(int data){
   
   //create a link
   struct node *lk = (struct node*) malloc(sizeof(struct node));
   lk->data = data;
   
   // point it to old first node
   lk->next = head;

   //point first to new first node
   head = lk;
}
void deleteatend(){
   struct node *linkedlist = head;
   while (linkedlist->next->next != NULL)
      linkedlist = linkedlist->next;
   linkedlist->next = NULL;
}
int main(){
   insertatbegin(12);
   insertatbegin(22);
   insertatbegin(30);
   insertatbegin(44);
   insertatbegin(50);
   cout << "Linked List: ";

   // print list
   printList();
   deleteatend();
   cout << "\nLinked List after deletion: ";
   printList();
}

输出

Linked List:  50  44  30  22  12 
Linked List after deletion:  50  44  30  22 

public class Linked_List {
   static class node {
      int data;
      node next;
      node (int value) {
         data = value;
         next = null;
      }
   }
   static node head;
   
   // display the list
   static void printList() {
      node p = head;
      System.out.print("\n[");
      
      //start from the beginning
      while(p != null) {
         System.out.print(" " + p.data + " ");
         p = p.next;
      }
      System.out.print("]");
   }
   
   //insertion at the beginning
   static void insertatbegin(int data) {
      
      //create a link
      node lk = new node(data);;
      
      // point it to old first node
      lk.next = head;

      //point first to new first node
      head = lk;
   }
   static void deleteatend() {
      node linkedlist = head;
      while (linkedlist.next.next != null)
         linkedlist = linkedlist.next;
      linkedlist.next = null;
   }
   public static void main(String args[]) {
      int k=0;
      insertatbegin(12);
      insertatbegin(22);
      insertatbegin(30);
      insertatbegin(44);
      insertatbegin(50);
      insertatbegin(33);
      System.out.println("Linked List: ");

      // print list
      printList();

      //deleteatbegin();
      deleteatend();
      System.out.println("\nLinked List after deletion: ");

      // print list
      printList();
   }
}

输出

Linked List: 
[ 33  50  44  30  22  12 ]
Linked List after deletion: 

[ 33  50  44  30  22 ]

#python code for deletion at beginning using linked list.
class Node:
    def __init__(self, data=None):
        self.data = data
        self.next = None
class LinkedList:
    def __init__(self):
        self.head = None
 #Displaying the list
    def printList(self):
        p = self.head
        print("\n[", end="")
        while p != None:
            print(" " + str(p.data) + " ", end="")
            p = p.next
        print("]")
 #Insertion at the beginning
    def insertatbegin(self, data):
        #create a link
        lk = Node(data)
        #point it to old first node
        lk.next = self.head
        #point first to new first node
        self.head = lk

    def deleteatend(self):
        linkedlist = self.head
        while linkedlist.next.next != None:
            linkedlist = linkedlist.next
        linkedlist.next = None
if __name__ == "__main__":
    linked_list = LinkedList()
    linked_list.insertatbegin(12)
    linked_list.insertatbegin(22)
    linked_list.insertatbegin(30)
    linked_list.insertatbegin(40)
    linked_list.insertatbegin(55)
    #print list
    print("Linked List: ", end="")
    linked_list.printList()
    linked_list.deleteatend()
    print("Linked List after deletion: ", end="")
    linked_list.printList()

输出

Linked List: 
[ 55  40  30  22  12 ]
Linked List after deletion: 
[ 55  40  30  22 ]

#include <bits/stdc++.h>
#include <string>
using namespace std;
struct node {
   int data;
   struct node *next;
};
struct node *head = NULL;
struct node *current = NULL;

// display the list
void printList(){
   struct node *p = head;
   cout << "\n[";

   //start from the beginning
   while(p != NULL) {
      cout << " " << p->data << " ";
      p = p->next;
   }
   cout << "]";
}

//insertion at the beginning
void insertatbegin(int data){

   //create a link
   struct node *lk = (struct node*) malloc(sizeof(struct node));
   lk->data = data;

   // point it to old first node
   lk->next = head;

   //point first to new first node
   head = lk;
}
void deletenode(int key){
   struct node *temp = head, *prev;
   if (temp != NULL && temp->data == key) {
      head = temp->next;
      return;
   }

   // Find the key to be deleted
   while (temp != NULL && temp->data != key) {
      prev = temp;
      temp = temp->next;
   }

   // If the key is not present
   if (temp == NULL) return;

   // Remove the node
   prev->next = temp->next;
}
int main(){
   insertatbegin(12);
   insertatbegin(22);
   insertatbegin(30);
   insertatbegin(44);
   insertatbegin(50);
   cout << "Linked List: ";

   // print list
   printList();
   deletenode(30);
   cout << "Linked List after deletion: ";
   printList();
}      

输出

Linked List: 
[ 50  44  30  22  12 ]Linked List after deletion: 
[ 50  44  22  12 ]

public class Linked_List {
   static class node {
      int data;
      node next;
      node (int value) {
         data = value;
         next = null;
      }
   }
   static node head;
   
   // display the list
   static void printList() {
      node p = head;
      System.out.print("\n[");
   
      //start from the beginning
      while(p != null) {
         System.out.print(" " + p.data + " ");
         p = p.next;
      }
      System.out.print("]");
   }
   
   //insertion at the beginning
   static void insertatbegin(int data) {

   
      //create a link
      node lk = new node(data);;

      // point it to old first node
      lk.next = head;

      //point first to new first node
      head = lk;
   }
   static void deletenode(int key) {
      node temp = head;
      node prev = null;
      if (temp != null && temp.data == key) {
         head = temp.next;
         return;
      }
      
      // Find the key to be deleted
      while (temp != null && temp.data != key) {
         prev = temp;
         temp = temp.next;
      }
      
      // If the key is not present
      if (temp == null) return;
      
      // Remove the node
      prev.next = temp.next;
   }
   public static void main(String args[]) {
      int k=0;
      insertatbegin(12);
      insertatbegin(22);
      insertatbegin(30);
      insertatbegin(44);
      insertatbegin(50);
      insertatbegin(33);
      System.out.println("Linked List: ");

      // print list
      printList();

      //deleteatbegin();
      //deleteatend();
      deletenode(12);
      System.out.println("\nLinked List after deletion: ");

      // print list
      printList();
   }
}

输出

Linked List: 

[ 33  50  44  30  22  12 ]
Linked List after deletion: 

[ 33  50  44  30  22 ]

#python code for deletion at given position using linked list.
class Node:
    def __init__(self, data=None):
        self.data = data
        self.next = None
class LinkedList:
    def __init__(self):
        self.head = None
    # display the list
    def printList(self):
        p = self.head
        print("\n[", end="")
        #start from the beginning
        while(p != None):
            print(" ", p.data, " ", end="")
            p = p.next
        print("]")
    #insertion at the beginning
    def insertatbegin(self, data):
        #create a link
        lk = Node(data)
        # point it to old first node
        lk.next = self.head
        #point first to new first node
        self.head = lk
    def deletenode(self, key):
        temp = self.head
        if (temp != None and temp.data == key):
            self.head = temp.next
            return
        # Find the key to be deleted
        while (temp != None and temp.data != key):
            prev = temp
            temp = temp.next
        # If the key is not present
        if (temp == None):
            return
        # Remove the node
        prev.next = temp.next
llist = LinkedList()
llist.insertatbegin(12)
llist.insertatbegin(22)
llist.insertatbegin(30)
llist.insertatbegin(40)
llist.insertatbegin(55)
print("Original Linked List: ", end="")
# print list
llist.printList()
llist.deletenode(30)
print("\nLinked List after deletion: ", end="")
# print list
llist.printList()

输出

Linked List: 
[ 55  40  30  22  12 ]
Linked List after deletion: 
[ 55  40  22  12 ]

#include <bits/stdc++.h>
struct node {
   int data;
   struct node *next;
};
struct node *head = NULL;
struct node *current = NULL;

// display the list
void printList(){
   struct node *p = head;
   printf("\n[");

   //start from the beginning
   while(p != NULL) {
      printf(" %d ",p->data);
      p = p->next;
   }
   printf("]");
}

//insertion at the beginning
void insertatbegin(int data){

   //create a link
   struct node *lk = (struct node*) malloc(sizeof(struct node));
   lk->data = data;

   // point it to old first node
   lk->next = head;

   //point first to new first node
   head = lk;
}
void reverseList(struct node** head){
   struct node *prev = NULL, *cur=*head, *tmp;
   while(cur!= NULL) {
      tmp = cur->next;
      cur->next = prev;
      prev = cur;
      cur = tmp;
   }
   *head = prev;
}
int main(){
   int k=0;
   insertatbegin(12);
   insertatbegin(22);
   insertatbegin(30);
   insertatbegin(40);
   insertatbegin(55);
   printf("Linked List: ");

   // print list
   printList();
   reverseList(&head);
   printf("\nReversed Linked List: ");
   printList();
   return 0;
}

输出

Linked List: 
[ 55  40  30  22  12 ]
Reversed Linked List: 
[ 12  22  30  40  55 ]

public class Linked_List {
   static Node head;
   static class Node {
      int data;
      Node next;
      Node (int value) {
         data = value;
         next = null;
      }
   }

   // display the list
   static void printList(Node node) {
      System.out.print("\n[");

      //start from the beginning
      while(node != null) {
         System.out.print(" " + node.data + " ");
         node = node.next;
      }
      System.out.print("]");
   }
   static Node reverseList(Node head) {
      Node prev = null;
      Node cur = head;
      Node temp = null;
      while (cur != null) {
         temp = cur.next;
         cur.next = prev;
         prev = cur;
         cur = temp;
      }
      head = prev;
      return head;
   }
   public static void main(String args[]) {
      Linked_List list = new Linked_List();
      list.head = new Node(33);
      list.head.next = new Node(50);
      list.head.next.next = new Node(44);
      list.head.next.next.next = new Node(22);
      list.head.next.next.next.next = new Node(12);
      System.out.println("Linked List: ");
      
      // print list
      list.printList(head);
      head = list.reverseList(head);
      System.out.println("\nReversed linked list ");
      list.printList(head);
   }
}

输出

Linked List: 
[ 33  50  44  22  12 ]
Reversed linked list 

[ 12 22  44  50  33 ]

class Node:
   def __init__(self, data=None):
      self.data = data
      self.next = None

class SLL:
   def __init__(self):
      self.head = None

# Print the linked list
   def listprint(self):
      printval = self.head
      print("Linked List: ")
      while printval is not None:
         print (printval.data)
         printval = printval.next
   def reverse(self):
      prev = None
      curr = self.head
      while(curr is not None):
         next = curr.next
         curr.next = prev
         prev = curr
         curr = next
      self.head = prev

l1 = SLL()
l1.head = Node("731")
e2 = Node("672")
e3 = Node("63")

l1.head.next = e2
e2.next = e3

l1.listprint()
l1.reverse()
print("After reversing: ")
l1.listprint()

输出

Linked List: 
731
672
63
After reversing: 
Linked List: 
63
672
731

#include <bits/stdc++.h>
#include <string>
using namespace std;
struct node {
   int data;
   struct node *next;
};
struct node *head = NULL;
struct node *current = NULL;

// display the list
void printList(){
   struct node *p = head;
   cout << "\n[";

   //start from the beginning
   while(p != NULL) {
      cout << " " << p->data << " ";
      p = p->next;
   }
   cout << "]";
}

//insertion at the beginning
void insertatbegin(int data){

   //create a link
   struct node *lk = (struct node*) malloc(sizeof(struct node));
   lk->data = data;

   // point it to old first node
   lk->next = head;

   //point first to new first node
   head = lk;
}
int searchlist(int key){
   struct node *temp = head;
   while(temp != NULL) {
      if (temp->data == key) {
         return 1;
      }
      temp=temp->next;
   }
   return 0;
}
int main(){
   int k = 0;
   insertatbegin(12);
   insertatbegin(22);
   insertatbegin(30);
   insertatbegin(44);
   insertatbegin(50);
   cout << "Linked List: ";

   // print list
   printList();
   k = searchlist(16);
   if (k == 1)
      cout << "\nElement is found";
   else
      cout << "\nElement is not present in the list";
}

输出

Linked List: 
[ 50  44  30  22  12 ]
Element is not present in the list

public class Linked_List {
   static class node {
      int data;
      node next;
      node (int value) {
         data = value;
         next = null;
      }
   }
   static node head;

   // display the list
   static void printList() {
      node p = head;
      System.out.print("\n[");

      //start from the beginning
      while(p != null) {
         System.out.print(" " + p.data + " ");
         p = p.next;
      }
      System.out.print("]");
   }

   //insertion at the beginning
   static void insertatbegin(int data) {

      //create a link
      node lk = new node(data);;

      // point it to old first node
      lk.next = head;
      
      //point first to new first node
      head = lk;
   }
   static int searchlist(int key) {
      node temp = head;
      while(temp != null) {
         if (temp.data == key) {
            return 1;
         }
         temp=temp.next;
      }
      return 0;
   }
   public static void main(String args[]) {
      int k=0;
      insertatbegin(12);
      insertatbegin(22);
      insertatbegin(30);
      insertatbegin(44);
      insertatbegin(50);
      insertatbegin(33);
      System.out.println("Linked List: ");

      // print list
      printList();
      k = searchlist(44);
      if (k == 1)
         System.out.println("\nElement is found");
      else
         System.out.println("\nElement is not present in the list");
   }
}

输出

Linked List: 

[33  50  44  30  22  12 ]
Element is found

class Node:
   def __init__(self, data=None):
      self.data = data
      self.next = None

class SLL:
   def __init__(self):
      self.head = None
   def search(self, x):
      count = 0
      
      # Initialize current to head
      current = self.head

      # loop till current not equal to None
      while current != None:
         if current.data == x:
            print("data found")
            count = count + 1
         current = current.next
      if count == 0:
         print("Data Not found")

l1 = SLL()
l1.head = Node("731")
e2 = Node("672")
e3 = Node("63")

l1.head.next = e2
e2.next = e3

l1.search("63")

输出

data found

#include <bits/stdc++.h>
#include <string>
using namespace std;
struct node {
   int data;
   struct node *next;
};
struct node *head = NULL;
struct node *current = NULL;

// Displaying the list
void printList(){
   struct node *p = head;
   while(p != NULL) {
      cout << " " << p->data << " ";
      p = p->next;
   }
}

// Insertion at the beginning
void insertatbegin(int data){

   //create a link
   struct node *lk = (struct node*) malloc(sizeof(struct node));
   lk->data = data;

   // point it to old first node
   lk->next = head;

   //point first to new first node
   head = lk;
}
int main(){
   insertatbegin(12);
   insertatbegin(22);
   insertatbegin(30);
   insertatbegin(44);
   insertatbegin(50);
   cout << "Linked List: ";

   // print list
   printList();
}      

输出

Linked List:  50  44  30  22  12 

public class Linked_List {
   static class node {
      int data;
      node next;
      node (int value) {
         data = value;
         next = null;
      }
   }
   static node head;

   // display the list
   static void printList() {
      node p = head;
      System.out.print("\n[");
      
      //start from the beginning
      while(p != null) {
         System.out.print(" " + p.data + " ");
         p = p.next;
      }
      System.out.print("]");
   }
   
   //insertion at the beginning
   static void insertatbegin(int data) {

      //create a link
      node lk = new node(data);;

      // point it to old first node
      lk.next = head;

      //point first to new first node
      head = lk;
   }
   public static void main(String args[]) {
      int k=0;
      insertatbegin(12);
      insertatbegin(22);
      insertatbegin(30);
      insertatbegin(44);
      insertatbegin(50);
      insertatbegin(33);
      System.out.println("Linked List: ");

      // print list
      printList();
   }
}      

输出

Linked List: 
[ 33  50  44  30  22  12 ]

class Node:
   def __init__(self, data=None):
      self.data = data
      self.next = None
class SLL:
   def __init__(self):
      self.head = None

# Print the linked list
   def listprint(self):
      printval = self.head
      print("Linked List: ")
      while printval is not None:
         print (printval.data)
         printval = printval.next

l1 = SLL()
l1.head = Node("731")
e2 = Node("672")
e3 = Node("63")

l1.head.next = e2
e2.next = e3

l1.listprint()      

输出

Linked List: 
731
672
63

#include <bits/stdc++.h>
#include <string>
using namespace std;
struct node {
   int data;
   struct node *next;
};
struct node *head = NULL;
struct node *current = NULL;

// display the list
void printList(){
   struct node *p = head;
   cout << "\n[";

   //start from the beginning
   while(p != NULL) {
      cout << " " << p->data << " ";
      p = p->next;
   }
   cout << "]";
}

//insertion at the beginning
void insertatbegin(int data){

   //create a link
   struct node *lk = (struct node*) malloc(sizeof(struct node));
   lk->data = data;

   // point it to old first node
   lk->next = head;

   //point first to new first node
   head = lk;
}
void insertatend(int data){

   //create a link
   struct node *lk = (struct node*) malloc(sizeof(struct node));
   lk->data = data;
   struct node *linkedlist = head;

   // point it to old first node
   while(linkedlist->next != NULL)
      linkedlist = linkedlist->next;

   //point first to new first node
   linkedlist->next = lk;
}
void insertafternode(struct node *list, int data){
   struct node *lk = (struct node*) malloc(sizeof(struct node));
   lk->data = data;
   lk->next = list->next;
   list->next = lk;
}
void deleteatbegin(){
   head = head->next;
}
void deleteatend(){
   struct node *linkedlist = head;
   while (linkedlist->next->next != NULL)
      linkedlist = linkedlist->next;
   linkedlist->next = NULL;
}
void deletenode(int key){
   struct node *temp = head, *prev;
   if (temp != NULL && temp->data == key) {
      head = temp->next;
      return;
   }

   // Find the key to be deleted
   while (temp != NULL && temp->data != key) {
      prev = temp;
      temp = temp->next;
   }

   // If the key is not present
   if (temp == NULL) return;

   // Remove the node
   prev->next = temp->next;
}
int searchlist(int key){
   struct node *temp = head;
   while(temp != NULL) {
      if (temp->data == key) {
         temp=temp->next;
         return 1;
      } else
         return 0;
   }
}
int main(){
   int k=0;
   insertatbegin(12);
   insertatbegin(22);
   insertatend(30);
   insertatend(44);
   insertatbegin(50);
   insertafternode(head->next->next, 33);
   cout << "Linked List: ";

   // print list
   printList();
   deleteatbegin();
   deleteatend();
   deletenode(12);
   cout << "\nLinked List after deletion: ";

   // print list
   printList();
   insertatbegin(4);
   insertatbegin(16);
   cout << "\nUpdated Linked List: ";
   printList();
   k = searchlist(16);
   if (k == 1)
      cout << "\nElement is found";
   else
      cout << "\nElement is not present in the list";
   return 0;
}

输出

Linked List: 
[ 50  22  12  33  30  44 ]
Linked List after deletion: 
[ 22  33  30 ]
Updated Linked List: 
[ 16  4  22  33  30 ]
Element is found

public class Linked_List {
   static class node {
      int data;
      node next;
      node (int value) {
         data = value;
         next = null;
      }
   }
   static node head;

   // display the list
   static void printList() {
      node p = head;
      System.out.print("\n[");

      //start from the beginning
      while(p != null) {
         System.out.print(" " + p.data + " ");
         p = p.next;
      }
      System.out.print("]");
   }

   //insertion at the beginning
   static void insertatbegin(int data) {

      //create a link
      node lk = new node(data);;

      // point it to old first node
      lk.next = head;

      //point first to new first node
      head = lk;
   }
   static void insertatend(int data) {

      //create a link
      node lk = new node(data);
      node linkedlist = head;

      // point it to old first node
      while(linkedlist.next != null)
         linkedlist = linkedlist.next;

      //point first to new first node
      linkedlist.next = lk;
   }
   static void insertafternode(node list, int data) {
      node lk = new node(data);
      lk.next = list.next;
      list.next = lk;
   }
   static void deleteatbegin() {
      head = head.next;
   }
   static void deleteatend() {
      node linkedlist = head;
      while (linkedlist.next.next != null)
         linkedlist = linkedlist.next;
      linkedlist.next = null;
   }
   static void deletenode(int key) {
      node temp = head;
      node prev = null;
      if (temp != null && temp.data == key) {
         head = temp.next;
         return;
      }

      // Find the key to be deleted
      while (temp != null && temp.data != key) {
         prev = temp;
         temp = temp.next;
      }
      
      // If the key is not present
      if (temp == null) return;
      
      // Remove the node
      prev.next = temp.next;
   }
   static int searchlist(int key) {
      node temp = head;
      while(temp != null) {
         if (temp.data == key) {
            temp=temp.next;
            return 1;
         }
      }
      return 0;
   }
   public static void main(String args[]) {
      int k=0;
      insertatbegin(12);
      insertatbegin(22);
      insertatend(30);
      insertatend(44);
      insertatbegin(50);
      insertafternode(head.next.next, 33);
      System.out.println("Linked List: ");
      
      // print list
      printList();
      deleteatbegin();
      deleteatend();
      deletenode(12);
      System.out.println("\nLinked List after deletion: ");

      // print list
      printList();
      insertatbegin(4);
      insertatbegin(16);
      System.out.println("\nUpdated Linked List: ");
      printList();
      k = searchlist(16);
      if (k == 1)
         System.out.println("\nElement is found");
      else
         System.out.println("\nElement is not present in the list");
   }
}

输出

Linked List:
[ 50 22 12 33 30 44 ]
Linked List after deletion:
[ 22 33 30 ]
Updated Linked List:
[ 16 4 22 33 30 ]
Element is found

class LLNode:
   def __init__(self, data=None):
      self.data = data
      self.next = None
class LL:
   def __init__(self):
      self.head = None
   def listprint(self):
      printval = self.head
      while printval is not None:
         print(printval.data)
         printval = printval.next
   def AddAtBeginning(self,newdata):
      NewNode = LLNode(newdata)

      # Update the new nodes next val to existing node
      NewNode.next = self.head
      self.head = NewNode

   # Function to add node at a position
   def InsertAtPos(self,nodeatpos,newdata):
      if nodeatpos is None:
         print("The mentioned node is absent")
         return
      NewNode = LLNode(newdata)
      NewNode.next = nodeatpos.next
      nodeatpos.next = NewNode
   def reverse(self):
      prev = None
      curr = self.head
      while(curr is not None):
         next = curr.next
         curr.next = prev
         prev = curr
         curr = next
      self.head = prev
   def search(self, x):
      count = 0

      # Initialize current to head
      current = self.head

      # loop till current not equal to None
      while current != None:
         if current.data == x:
            print("data found")
            count = count + 1
         current = current.next
      if count == 0:
         print("Data Not found")

l1 = LL()
l1.head = LLNode("23")
l2 = LLNode("12")
l3 = LLNode("7")
l4 = LLNode("14")
l5 = LLNode("61")

# Linking the first Node to second node
l1.head.next = l2

# Linking the second Node to third node
l2.next = l3
l3.next = l4
l4.next = l5
print("Original Linked List: ")
l1.listprint()

l1.AddAtBeginning("45")
l1.InsertAtPos(l1.head.next.next, "4")
print("Updated Linked List:")
l1.listprint()
l1.reverse()

print("Reversed Linked List:")
l1.listprint()
l1.search("7")

输出

Original Linked List: 
23
12
7
14
61
Updated Linked List:
45
23
12
4
7
14
61
Reversed Linked List:
61
14
7
4
12
23
45
data found

#include <iostream>
#include <cstring>
#include <cstdlib>
#include <cstdbool>
struct node {
   int data;
   int key;
   struct node *next;
   struct node *prev;
};

//this link always point to first Link
struct node *head = NULL;

//this link always point to last Link
struct node *last = NULL;
struct node *current = NULL;

//is list empty
bool isEmpty(){
   return head == NULL;
}

//display the doubly linked list
void printList(){
   struct node *ptr = head;
   while(ptr != NULL) {
      printf("(%d,%d) ",ptr->key,ptr->data);
      ptr = ptr->next;
   }
}

//insert link at the first location
void insertFirst(int key, int data){

   //create a link
   struct node *link = (struct node*) malloc(sizeof(struct node));
   link->key = key;
   link->data = data;
   if(isEmpty()) {

      //make it the last link
      last = link;
   } else {

      //update first prev link
      head->prev = link;
   }

   //point it to old first link
   link->next = head;

   //point first to new first link
   head = link;
}
int main(){
   insertFirst(1,10);
   insertFirst(2,20);
   insertFirst(3,30);
   insertFirst(4,1);
   insertFirst(5,40);
   insertFirst(6,56);
   printf("\nDoubly Linked List: ");
   printList();
   return 0;
}

输出

Doubly Linked List: (6,56) (5,40) (4,1) (3,30) (2,20) (1,10) 

//Java code for doubly linked list
import java.util.*;
class Node {
    public int data;
    public int key;
    public Node next;
    public Node prev;
    public Node(int data, int key) {
        this.data = data;
        this.key = key;
        this.next = null;
        this.prev = null;
    }
}
public class Main {
    //this link always point to first Link
    static Node head = null;
    //this link always point to last Link
    static Node last = null;
    static Node current = null;
    // is list empty
    public static boolean is_empty() {
        return head == null;
    }
    //display the doubly linked list
    public static void print_list() {
        Node ptr = head;
        while (ptr != null) {
            System.out.println("(" + ptr.key + "," + ptr.data + ")");
            ptr = ptr.next;
        }
    }
    //insert link at the first location
    public static void insert_first(int key, int data) {
          //create a link
        Node link = new Node(data, key);
        if (is_empty()) {
            //make it the last link
            last = link;
        } else {
            //update first prev link
            head.prev = link;
        }
        //point it to old first link
        link.next = head;
         //point first to new first link
        head = link;
    }
    public static void main(String[] args) {
        insert_first(1, 10);
        insert_first(2, 20);
        insert_first(3, 30);
        insert_first(4, 1);
        insert_first(5, 40);
        insert_first(6, 56);
        System.out.println("\nDoubly Linked List: ");
        print_list();
    }
}

输出

Doubly Linked List: (6,56)(5,40)(4,1)(3,30)(2,20)(1,10)

#Python code for doubly linked list
class Node:
    def __init__(self, data=None, key=None):
        self.data = data
        self.key = key
        self.next = None
        self.prev = None
#this link always point to first Link
head = None
#this link always point to last Link
last = None
current = None
#is list empty
def is_empty():
    return head == None
#display the doubly linked list
def print_list():
    ptr = head
    while ptr != None:
        print(f"({ptr.key},{ptr.data})")
        ptr = ptr.next
#insert link at the first location
def insert_first(key, data):
    global head, last
    #create a link
    link = Node(data, key)
    if is_empty():
        #make it the last link
        last = link
    else:
        #update first prev link
        head.prev = link
    #point it to old first link
    link.next = head
    #point first to new first link
    head = link
insert_first(1,10)
insert_first(2,20)
insert_first(3,30)
insert_first(4,1)
insert_first(5,40)
insert_first(6,56)
print("\nDoubly Linked List: ")
print_list()

输出

Doubly Linked List: 
(6,56) (5,40) (4,1) (3,30) (2,20) (1,10)

#include <iostream>
#include <cstring>
#include <cstdlib>
#include <cstdbool>
struct node {
   int data;
   int key;
   struct node *next;
   struct node *prev;
};

//this link always point to first Link
struct node *head = NULL;

//this link always point to last Link
struct node *last = NULL;
struct node *current = NULL;

//is list empty
bool isEmpty(){
   return head == NULL;
}

//display the doubly linked list
void printList(){
   struct node *ptr = head;
   while(ptr != NULL) {
      printf("(%d,%d) ",ptr->key,ptr->data);
      ptr = ptr->next;
   }
}

//insert link at the first location
void insertFirst(int key, int data){

   //create a link
   struct node *link = (struct node*) malloc(sizeof(struct node));
   link->key = key;
   link->data = data;
   if(isEmpty()) {

      //make it the last link
      last = link;
   } else {

      //update first prev link
      head->prev = link;
   }

   //point it to old first link
   link->next = head;

   //point first to new first link
   head = link;
}

//delete first item
struct node* deleteFirst(){

   //save reference to first link
   struct node *tempLink = head;

   //if only one link
   if(head->next == NULL) {
      last = NULL;
   } else {
      head->next->prev = NULL;
   }
   head = head->next;

   //return the deleted link
   return tempLink;
}
int main(){
   insertFirst(1,10);
   insertFirst(2,20);
   insertFirst(3,30);
   insertFirst(4,1);
   insertFirst(5,40);
   insertFirst(6,56);
   printf("\nDoubly Linked List: ");
   printList();
   printf("\nList after deleting first record: ");
   deleteFirst();
   printList();
   return 0;
}

输出

Doubly Linked List: (6,56) (5,40) (4,1) (3,30) (2,20) (1,10) 
List after deleting first record: (5,40) (4,1) (3,30) (2,20) (1,10) 

//Java code for doubly linked list
import java.util.*;
class Node {
    public int data;
    public int key;
    public Node next;
    public Node prev;
    public Node(int data, int key) {
        this.data = data;
        this.key = key;
        this.next = null;
        this.prev = null;
    }
}
public class Main {
    //this link always point to first Link
    public static Node head = null;
    //this link always point to last Link
    public static Node last = null;
    //this link always point to current Link
    public static Node current = null;
    //is list empty
    public static boolean isEmpty() {
        return head == null;
    }
    //display the doubly linked list
    public static void printList() {
        Node ptr = head;
        while (ptr != null) {
            System.out.print("(" + ptr.key + "," + ptr.data + ") ");
            ptr = ptr.next;
        }
    }
    //insert link at the first location
    public static void insertFirst(int key, int data) {
        //create a link
        Node link = new Node(data, key);
        if (isEmpty()) {
            //make it the last link
            last = link;
        } else {
            //update first prev link
            head.prev = link;
        }
        //point it to old first link
        link.next = head;
        head = link;
    }
    //delete the first item
    public static Node deleteFirst() {
        //save reference to first link
        Node tempLink = head;
        //if only one link
        if (head.next == null) {
            last = null;
        } else {
            head.next.prev = null;
        }
        head = head.next;
        //return the deleted link
        return tempLink;
    }
    public static void main(String[] args) {
        insertFirst(1, 10);
        insertFirst(2, 20);
        insertFirst(3, 30);
        insertFirst(4, 1);
        insertFirst(5, 40);
        insertFirst(6, 56);
        System.out.print("\nDoubly Linked List: ");
        printList();
        System.out.print("\nList after deleting first record: ");
        deleteFirst();
        printList();
    }
}

输出

Doubly Linked List: 
(6,56) (5,40) (4,1) (3,30) (2,20) (1,10) 
List after deleting first record: 
(5,40) (4,1) (3,30) (2,20) (1,10) 

#Python code for doubly linked list
class Node:
    def __init__(self, data=None, key=None):
        self.data = data
        self.key = key
        self.next = None
        self.prev = None
#this link always point to first Link
head = None
#this link always point to last Link
last = None
current = None
#is list empty
def isEmpty():
    return head == None
#display the doubly linked list
def printList():
    ptr = head
    while ptr != None:
        print(f"({ptr.key},{ptr.data}) ", end="")
        ptr = ptr.next
#insert link at the first location
def insertFirst(key, data):
    #create a link
    global head, last
    link = Node(data, key)
    if isEmpty():
        #make it the last link
        last = link
    else:
        #update first prev link
        head.prev = link
    #point it to old first link
    link.next = head
    head = link
#delete first item
def deleteFirst():
     #save reference to first link
    global head, last
    tempLink = head
    #if only one link
    if head.next == None:
        last = None
    else:
        head.next.prev = None
    head = head.next
    #return the deleted link
    return tempLink
insertFirst(1,10)
insertFirst(2,20)
insertFirst(3,30)
insertFirst(4,1)
insertFirst(5,40)
insertFirst(6,56)
print("\nDoubly Linked List: ", end="")
printList()
print("\nList after deleting first record: ")
deleteFirst()
printList()

输出

Doubly Linked List: 
(6,56) (5,40) (4,1) (3,30) (2,20) (1,10) 
List after deleting first record: 
(5,40) (4,1) (3,30) (2,20) (1,10) 

#include <iostream>
#include <cstring>
#include <cstdlib>
#include <cstdbool>
struct node {
   int data;
   int key;
   struct node *next;
   struct node *prev;
};

//this link always point to first Link
struct node *head = NULL;

//this link always point to last Link
struct node *last = NULL;
struct node *current = NULL;

//is list empty
bool isEmpty(){
   return head == NULL;
}

//display the doubly linked list
void printList(){
   struct node *ptr = head;
   while(ptr != NULL) {
      printf("(%d,%d) ",ptr->key,ptr->data);
      ptr = ptr->next;
   }
}

//insert link at the first location
void insertFirst(int key, int data){

   //create a link
   struct node *link = (struct node*) malloc(sizeof(struct node));
   link->key = key;
   link->data = data;
   if(isEmpty()) {

      //make it the last link
      last = link;
   } else {

      //update first prev link
      head->prev = link;
   }

   //point it to old first link
   link->next = head;

   //point first to new first link
   head = link;
}

//insert link at the last location
void insertLast(int key, int data){

   //create a link
   struct node *link = (struct node*) malloc(sizeof(struct node));
   link->key = key;
   link->data = data;
   if(isEmpty()) {

      //make it the last link
      last = link;
   } else {

      //make link a new last link
      last->next = link;

      //mark old last node as prev of new link
      link->prev = last;
   }

   //point last to new last node
   last = link;
}
int main(){
   insertFirst(1,10);
   insertFirst(2,20);
   insertFirst(3,30);
   insertFirst(4,1);
   insertLast(5,40);
   insertLast(6,56);
   printf("\nDoubly Linked List: ");
   printList();
   return 0;
}

输出

Doubly Linked List: (4,1) (3,30) (2,20) (1,10) (5,40) (6,56) 

import java.util.*;
class Node {
    public int data;
    public int key;
    public Node next;
    public Node prev;
    public Node(int data, int key) {
        this.data = data;
        this.key = key;
        this.next = null;
        this.prev = null;
    }
}
public class Main {
    static Node head = null;
    static Node last = null;
    static Node current = null;
    public static boolean isEmpty() {
        return head == null;
    } 
    public static void printList() {
        Node ptr = head;
        while (ptr != null) {
            System.out.print("(" + ptr.key + "," + ptr.data + ") ");
            ptr = ptr.next;
        }
    }
    public static void insertFirst(int key, int data) {
        Node link = new Node(data, key);
        if (isEmpty()) {
            last = link;
        } else {
            head.prev = link;
        }
        link.next = head;
        head = link;
    }
    public static void insertLast(int key, int data) {
        Node link = new Node(data, key);
        if (isEmpty()) {
            last = link;
        } else {
            last.next = link;
            link.prev = last;
        }
        last = link;
    }
    
    public static void main(String[] args) {
        insertFirst(1,10);
        insertFirst(2,20);
        insertFirst(3,30);
        insertFirst(4,1);
        insertLast(5,40);
        insertLast(6,56);
        System.out.print("\nDoubly Linked List: ");
        printList();
    }
}

输出

Doubly Linked List: (4,1) (3,30) (2,20) (1,10) (5,40) (6,56)

class Node:
    def __init__(self, data=None, key=None):
        self.data = data
        self.key = key
        self.next = None
        self.prev = None
head = None
last = None
current = None
def isEmpty():
    return head == None
def printList():
    ptr = head
    while ptr != None:
        print(f"({ptr.key},{ptr.data})", end=" ")
        ptr = ptr.next
def insertFirst(key, data):
    global head, last
    link = Node(data, key)
    if isEmpty():
        last = link
    else:
        head.prev = link
    link.next = head
    head = link
def insertLast(key, data):
    global head, last
    link = Node(data, key)
    if isEmpty():
        last = link
    else:
        last.next = link
        link.prev = last
    last = link
insertFirst(1,10)
insertFirst(2,20)
insertFirst(3,30)
insertFirst(4,1)
insertLast(5,40)
insertLast(6,56)
print("\nDoubly Linked List: ", end="")
printList()

输出

Doubly Linked List: (4,1) (3,30) (2,20) (1,10) (5,40) (6,56)

#include <iostream>
#include <cstring>
#include <cstdlib>
#include <cstdbool>
using namespace std;
struct node {
   int data;
   int key;
   struct node *next;
   struct node *prev;
};

//this link always point to first Link
struct node *head = NULL;

//this link always point to last Link
struct node *last = NULL;
struct node *current = NULL;

//is list empty
bool isEmpty(){
   return head == NULL;
}
//display the list in from first to last
void displayForward(){

   //start from the beginning
   struct node *ptr = head;

   //navigate till the end of the list
   cout << "\n[ ";
   while(ptr != NULL) {
      cout << "(" << ptr->key << "," << ptr->data << ")";
      ptr = ptr->next;
   }
   cout << " ]" << endl;
}

//display the list from last to first
void displayBackward(){

   //start from the last
   struct node *ptr = last;

   //navigate till the start of the list
   cout << "\n[ ";
   while(ptr != NULL) {

      //print data
      cout << "(" << ptr->key << "," << ptr->data << ")";

      //move to next item
      ptr = ptr ->prev;
      cout << " ";
   }
   cout << " ]" << endl;
}

//insert link at the first location
void insertFirst(int key, int data){

   //create a link
   struct node *link = (struct node*) malloc(sizeof(struct node));
   link->key = key;
   link->data = data;
   if(isEmpty()) {

      //make it the last link
      last = link;
   } else {

      //update first prev link
      head->prev = link;
   }

   //point it to old first link
   link->next = head;

   //point first to new first link
   head = link;
}

//insert link at the last location
void insertLast(int key, int data){

   //create a link
   struct node *link = (struct node*) malloc(sizeof(struct node));
   link->key = key;
   link->data = data;
   if(isEmpty()) {

      //make it the last link
      last = link;
   } else {

      //make link a new last link
      last->next = link;

      //mark old last node as prev of new link
      link->prev = last;
   }

   //point last to new last node
   last = link;
}

//delete first item
struct node* deleteFirst(){

   //save reference to first link
   struct node *tempLink = head;

   //if only one link
   if(head->next == NULL) {
      last = NULL;
   } else {
      head->next->prev = NULL;
   }
   head = head->next;

   //return the deleted link
   return tempLink;
}

//delete link at the last location
struct node* deleteLast(){

   //save reference to last link
   struct node *tempLink = last;

   //if only one link
   if(head->next == NULL) {
      head = NULL;
   } else {
      last->prev->next = NULL;
   }
   last = last->prev;

   //return the deleted link
   return tempLink;
}

//delete a link with given key
struct node* deletenode(int key){

   //start from the first link
   struct node* current = head;
   struct node* previous = NULL;

   //if list is empty
   if(head == NULL) {
      return NULL;
   }

   //navigate through list
   while(current->key != key) {

      //if it is last node
      if(current->next == NULL) {
         return NULL;
      } else {

         //store reference to current link
         previous = current;

         //move to next link
         current = current->next;
      }
   }

   //found a match, update the link
   if(current == head) {

      //change first to point to next link
      head = head->next;
   } else {
      
      //bypass the current link
      current->prev->next = current->next;
   }
   if(current == last) {

      //change last to point to prev link
      last = current->prev;
   } else {
      current->next->prev = current->prev;
   }
   return current;
}
bool insertAfter(int key, int newKey, int data){

   //start from the first link
   struct node *current = head;

   //if list is empty
   if(head == NULL) {
      return false;
   }

   //navigate through list
   while(current->key != key) {

      //if it is last node
      if(current->next == NULL) {
         return false;
      } else {

         //move to next link
         current = current->next;
      }
   }

   //create a link
   struct node *newLink = (struct node*) malloc(sizeof(struct node));
   newLink->key = key;
   newLink->data = data;
   if(current == last) {
      newLink->next = NULL;
      last = newLink;
   } else {
      newLink->next = current->next;
      current->next->prev = newLink;
   }
   newLink->prev = current;
   current->next = newLink;
   return true;
}
int main(){
   insertFirst(1,10);
   insertFirst(2,20);
   insertFirst(3,30);
   insertFirst(4,1);
   insertFirst(5,40);
   insertFirst(6,56);
   printf("\nList (First to Last): ");
   displayForward();
   printf("\n");
   printf("\nList (Last to first): ");
   displayBackward();
   printf("\nList , after deleting first record: ");
   deleteFirst();
   displayForward();
   printf("\nList , after deleting last record: ");
   deleteLast();
   displayForward();
   printf("\nList , insert after key(4) : ");
   insertAfter(4, 7, 13);
   displayForward();
   printf("\nList , after delete key(4) : ");
   deletenode(4);
   displayForward();
   return 0;
}

输出

List (First to Last):
[ (6, 56) (5, 40) (4, 1) (3, 30) (2, 20) (1, 10) ]

List (Last to First):
[ (1, 10) (2, 20) (3, 30) (4, 1) (5, 40) (6, 56) ]
List, after deleting first record:
[ (5, 40) (4, 1) (3, 30) (2, 20) (1, 10) ]
List, after deleting last record:
[ (5, 40) (4, 1) (3, 30) (2, 20) ]
List, insert after key(4):
[ (5, 40) (4, 1) (7, 13) (3, 30) (2, 20) ]
List, after delete key(4):
[ (5, 40) (7, 13) (3, 30) (2, 20) ]

class Node {
    int data;
    int key;
    Node next;
    Node prev;

    public Node(int key, int data) {
        this.key = key;
        this.data = data;
        this.next = null;
        this.prev = null;
    }
}

class DoublyLinkedList {
    Node head;
    Node last;

    boolean isEmpty() {
        return head == null;
    }

    void displayForward() {
        Node ptr = head;
        System.out.print("[ ");
        while (ptr != null) {
            System.out.print("(" + ptr.key + "," + ptr.data + ") ");
            ptr = ptr.next;
        }
        System.out.println("]");
    }

    void displayBackward() {
        Node ptr = last;
        System.out.print("[ ");
        while (ptr != null) {
            System.out.print("(" + ptr.key + "," + ptr.data + ") ");
            ptr = ptr.prev;
        }
        System.out.println("]");
    }

    void insertFirst(int key, int data) {
        Node link = new Node(key, data);
        if (isEmpty()) {
            last = link;
        } else {
            head.prev = link;
        }
        link.next = head;
        head = link;
    }

    void insertLast(int key, int data) {
        Node link = new Node(key, data);
        if (isEmpty()) {
            last = link;
        } else {
            last.next = link;
            link.prev = last;
        }
        last = link;
    }

    Node deleteFirst() {
        if (isEmpty()) {
            return null;
        }
        Node tempLink = head;
        if (head.next == null) {
            last = null;
        } else {
            head.next.prev = null;
        }
        head = head.next;
        return tempLink;
    }

    Node deleteLast() {
        if (isEmpty()) {
            return null;
        }
        Node tempLink = last;
        if (head.next == null) {
            head = null;
        } else {
            last.prev.next = null;
        }
        last = last.prev;
        return tempLink;
    }

    Node delete(int key) {
        Node current = head;
        Node previous = null;
        if (head == null) {
            return null;
        }
        while (current.key != key) {
            if (current.next == null) {
                return null;
            } else {
                previous = current;
                current = current.next;
            }
        }
        if (current == head) {
            head = head.next;
        } else {
            current.prev.next = current.next;
        }
        if (current == last) {
            last = current.prev;
        } else {
            current.next.prev = current.prev;
        }
        return current;
    }

    boolean insertAfter(int key, int newKey, int data) {
        Node current = head;
        if (head == null) {
            return false;
        }
        while (current.key != key) {
            if (current.next == null) {
                return false;
            } else {
                current = current.next;
            }
        }
        Node newLink = new Node(newKey, data);
        if (current == last) {
            newLink.next = null;
            last = newLink;
        } else {
            newLink.next = current.next;
            current.next.prev = newLink;
        }
        newLink.prev = current;
        current.next = newLink;
        return true;
    }
}

public class Main {
    public static void main(String[] args) {
        DoublyLinkedList dll = new DoublyLinkedList();
        dll.insertFirst(1, 10);
        dll.insertFirst(2, 20);
        dll.insertFirst(3, 30);
        dll.insertFirst(4, 1);
        dll.insertFirst(5, 40);
        dll.insertFirst(6, 56);
        System.out.println("List (First to Last):");
        dll.displayForward();
        System.out.println();
        System.out.println("List (Last to First):");
        dll.displayBackward();
        System.out.println("List, after deleting first record:");
        dll.deleteFirst();
        dll.displayForward();
        System.out.println("List, after deleting last record:");
        dll.deleteLast();
        dll.displayForward();
        System.out.println("List, insert after key(4):");
        dll.insertAfter(4, 7, 13);
        dll.displayForward();
        System.out.println("List, after delete key(4):");
        dll.delete(4);
        dll.displayForward();
    }
}

输出

List (First to Last):
[ (6, 56) (5, 40) (4, 1) (3, 30) (2, 20) (1, 10) ]

List (Last to First):
[ (1, 10) (2, 20) (3, 30) (4, 1) (5, 40) (6, 56) ]
List, after deleting first record:
[ (5, 40) (4, 1) (3, 30) (2, 20) (1, 10) ]
List, after deleting last record:
[ (5, 40) (4, 1) (3, 30) (2, 20) ]
List, insert after key(4):
[ (5, 40) (4, 1) (7, 13) (3, 30) (2, 20) ]
List, after delete key(4):
[ (5, 40) (7, 13) (3, 30) (2, 20) ]

class Node:
    def __init__(self, key, data):
        self.key = key
        self.data = data
        self.next = None
        self.prev = None

class DoublyLinkedList:
    def __init__(self):
        self.head = None
        self.last = None

    def is_empty(self):
        return self.head is None

    def display_forward(self):
        ptr = self.head
        print("[", end=" ")
        while ptr:
            print("({}, {})".format(ptr.key, ptr.data), end=" ")
            ptr = ptr.next
        print("]")

    def display_backward(self):
        ptr = self.last
        print("[", end=" ")
        while ptr:
            print("({}, {})".format(ptr.key, ptr.data), end=" ")
            ptr = ptr.prev
        print("]")

    def insert_first(self, key, data):
        link = Node(key, data)
        if self.is_empty():
            self.last = link
        else:
            self.head.prev = link
        link.next = self.head
        self.head = link

    def insert_last(self, key, data):
        link = Node(key, data)
        if self.is_empty():
            self.last = link
        else:
            self.last.next = link
            link.prev = self.last
        self.last = link

    def delete_first(self):
        if self.is_empty():
            return None
        temp_link = self.head
        if self.head.next is None:
            self.last = None
        else:
            self.head.next.prev = None
        self.head = self.head.next
        return temp_link

    def delete_last(self):
        if self.is_empty():
            return None
        temp_link = self.last
        if self.head.next is None:
            self.head = None
        else:
            self.last.prev.next = None
        self.last = self.last.prev
        return temp_link

    def delete(self, key):
        current = self.head
        while current and current.key != key:
            current = current.next
        if current is None:
            return None
        if current == self.head:
            self.head = self.head.next
        else:
            current.prev.next = current.next
        if current == self.last:
            self.last = current.prev
        else:
            current.next.prev = current.prev
        return current

    def insert_after(self, key, new_key, data):
        current = self.head
        while current and current.key != key:
            current = current.next
        if current is None:
            return False
        new_link = Node(new_key, data)
        if current == self.last:
            new_link.next = None
            self.last = new_link
        else:
            new_link.next = current.next
            current.next.prev = new_link
        new_link.prev = current
        current.next = new_link
        return True

# Example usage
dll = DoublyLinkedList()
dll.insert_first(1, 10)
dll.insert_first(2, 20)
dll.insert_first(3, 30)
dll.insert_first(4, 1)
dll.insert_first(5, 40)
dll.insert_first(6, 56)
print("List (First to Last):")
dll.display_forward()
print()
print("List (Last to First):")
dll.display_backward()
print("List, after deleting first record:")
dll.delete_first()
dll.display_forward()
print("List, after deleting last record:")
dll.delete_last()
dll.display_forward()
print("List, insert after key(4):")
dll.insert_after(4, 7, 13)
dll.display_forward()
print("List, after delete key(4):")
dll.delete(4)
dll.display_forward()	

输出

List (First to Last):
[ (6, 56) (5, 40) (4, 1) (3, 30) (2, 20) (1, 10) ]

List (Last to First):
[ (1, 10) (2, 20) (3, 30) (4, 1) (5, 40) (6, 56) ]
List, after deleting first record:
[ (5, 40) (4, 1) (3, 30) (2, 20) (1, 10) ]
List, after deleting last record:
[ (5, 40) (4, 1) (3, 30) (2, 20) ]
List, insert after key(4):
[ (5, 40) (4, 1) (7, 13) (3, 30) (2, 20) ]
List, after delete key(4):
[ (5, 40) (7, 13) (3, 30) (2, 20) ]

#include <iostream>
#include <cstring>
#include <cstdlib>
#include <cstdbool>
struct node {
   int data;
   int key;
   struct node *next;
};
struct node *head = NULL;
struct node *current = NULL;
bool isEmpty(){
   return head == NULL;
}
//insert link at the first location
void insertFirst(int key, int data){

   //create a link
   struct node *link = (struct node*) malloc(sizeof(struct node));
   link->key = key;
   link->data = data;
   if (isEmpty()) {
      head = link;
      head->next = head;
   } else {

      //point it to old first node
      link->next = head;

      //point first to new first node
      head = link;
   }
}

//display the list
void printList(){
   struct node *ptr = head;
   printf("\n[ ");

   //start from the beginning
   if(head != NULL) {
      while(ptr->next != ptr) {
         printf("(%d,%d) ",ptr->key,ptr->data);
         ptr = ptr->next;
      }
   }
   printf(" ]");
}
int main(){
   insertFirst(1,10);
   insertFirst(2,20);
   insertFirst(3,30);
   insertFirst(4,1);
   insertFirst(5,40);
   insertFirst(6,56);
   printf("Circular Linked List: ");
   
   //print list
   printList();
   return 0;
}

输出

Circular Linked List: 
[ (6,56) (5,40) (4,1) (3,30) (2,20)  ]

//Java program for circular link list
import java.util.*;
class Node {
    int data;
    int key;
    Node next;
}
public class Main {
    static Node head = null;
    static Node current = null;
    static boolean isEmpty() {
        return head == null;
    }
    //insert link at the first location
    static void insertFirst(int key, int data) {
        //create a link
        Node link = new Node();
        link.key = key;
        link.data = data;
        if (isEmpty()) {
            head = link;
            head.next = head;
        } else {
            //point it to old first node
            link.next = head;
            //point first to new first node
            head = link;
        }
    }
    //display the list
    static void printList() {
        Node ptr = head;
        System.out.print("\n[ ");
        //start from the beginning
        if (head != null) {
            while (ptr.next != ptr) {
                System.out.print("(" + ptr.key + "," + ptr.data + ") ");
                ptr = ptr.next;
            }
        }
        System.out.print(" ]");
    }
    public static void main(String[] args) {
        insertFirst(1, 10);
        insertFirst(2, 20);
        insertFirst(3, 30);
        insertFirst(4, 1);
        insertFirst(5, 40);
        insertFirst(6, 56);
        System.out.print("Circular Linked List: ");
        //print list
        printList();
    }
}

输出

Circular Linked List: [ (6,56) (5,40) (4,1) (3,30) (2,20) ]

#python program for circular linked list
class Node:
    def __init__(self, key, data):
        self.key = key
        self.data = data
        self.next = None
head = None
current = None
def is_empty():
    return head is None
#insert link at the first location
def insert_first(key, data):
    #create a link
    global head
    new_node = Node(key, data)
    if is_empty():
        head = new_node
        head.next = head
    else:
        #point it to old first node
        new_node.next = head
        #point first to the new first node
        head = new_node
        #display the list
def print_list():
    global head
    ptr = head
    print("[", end=" ")
    #start from the beginning
    if head is not None:
        while ptr.next != ptr:
            print("({}, {})".format(ptr.key, ptr.data), end=" ")
            ptr = ptr.next
        print("]")
insert_first(1, 10)
insert_first(2, 20)
insert_first(3, 30)
insert_first(4, 1)
insert_first(5, 40)
insert_first(6, 56)
#printlist
print("Circular Linked List: ")
print_list()

输出

Circular Linked List: [ (6,56) (5,40) (4,1) (3,30) (2,20) ]

#include <iostream>
#include <cstring>
#include <cstdlib>
#include <cstdbool>
struct node {
   int data;
   int key;
   struct node *next;
};
struct node *head = NULL;
struct node *current = NULL;
bool isEmpty(){
   return head == NULL;
}

//insert link at the first location
void insertFirst(int key, int data){

   //create a link
   struct node *link = (struct node*) malloc(sizeof(struct node));
   link->key = key;
   link->data = data;
   if (isEmpty()) {
      head = link;
      head->next = head;
   } else {

      //point it to old first node
      link->next = head;

      //point first to new first node
      head = link;
   }
}

//delete first item
struct node * deleteFirst(){
   
   //save reference to first link
   struct node *tempLink = head;
   if(head->next == head) {
      head = NULL;
      return tempLink;
   }

   //mark next to first link as first
   head = head->next;

   //return the deleted link
   return tempLink;
}

//display the list
void printList(){
   struct node *ptr = head;

   //start from the beginning
   if(head != NULL) {
      while(ptr->next != ptr) {
         printf("(%d,%d) ",ptr->key,ptr->data);
         ptr = ptr->next;
      }
   }
}
int main(){
   insertFirst(1,10);
   insertFirst(2,20);
   insertFirst(3,30);
   insertFirst(4,1);
   insertFirst(5,40);
   insertFirst(6,56);
   printf("Circular Linked List: ");

   //print list
   printList();
   deleteFirst();
   printf("\nList after deleting the first item: ");
   printList();
   return 0;
}

输出

Circular Linked List: (6,56) (5,40) (4,1) (3,30) (2,20) 
List after deleting the first item: (5,40) (4,1) (3,30) (2,20) 

//Java program for circular linked list
import java.util.*;
public class Main {
    static class Node {
        int data;
        int key;
        Node next;
    }
    static Node head = null;
    static Node current = null;

    static boolean isEmpty() {
        return head == null;
    }
    //insert link at the first location
    static void insertFirst(int key, int data) {
        //create a link
        Node link = new Node();
        link.key = key;
        link.data = data;
        if (isEmpty()) {
            head = link;
            head.next = head;
        } else {
            //point it to old first node
            link.next = head;
            //point first to new first node
            head = link;
        }
    }
//delete first item
    static Node deleteFirst() {
        //save reference to first link
        Node tempLink = head;
        if (head.next == head) {
            head = null;
            return tempLink;
        }
        //mark next to first link as first
        head = head.next;
        //return the deleted link
        return tempLink;
    }
    //display the list
    static void printList() {
        Node ptr = head;
         //start from the beginning
        if (head != null) {
            while (ptr.next != ptr) {
                System.out.printf("(%d,%d) ", ptr.key, ptr.data);
                ptr = ptr.next;
            }
        }
    }
    public static void main(String[] args) {
        insertFirst(1, 10);
        insertFirst(2, 20);
        insertFirst(3, 30);
        insertFirst(4, 1);
        insertFirst(5, 40);
        insertFirst(6, 56);
        System.out.print("Circular Linked List: ");
        //print list
        printList();
        deleteFirst();
  }
}

输出

Circular Linked List: (6,56) (5,40) (4,1) (3,30) (2,20) 
List after deleting the first item: (5,40) (4,1) (3,30) (2,20)

#python program for circular linked list
class Node:
    def __init__(self, key, data):
        self.key = key
        self.data = data
        self.next = None
head = None
current = None
def is_empty():
    return head is None
#insert link at the first location
def insert_first(key, data):
    #create a link
    global head
    new_node = Node(key, data)
    if is_empty():
        head = new_node
        head.next = head
    else:
        #point it to old first node
        new_node.next = head
        #point first to the new first node
        head = new_node
        
def print_list():
    global head
    ptr = head
    print("[", end=" ")
    #start from the beginning
    if head is not None:
        while ptr.next != ptr:
            print("({}, {})".format(ptr.key, ptr.data), end=" ")
            ptr = ptr.next
        print("]")
def delete_first():
    global head
    temp_link = head
    if head.next == head:
        head = None
        return temp_link
    head = head.next
    return temp_link  
insert_first(1, 10)
insert_first(2, 20)
insert_first(3, 30)
insert_first(4, 1)
insert_first(5, 40)
insert_first(6, 56)
#printlist
print("Circular Linked List: ")
print_list()
delete_first()
print("\nList after deleting the first item: ")
print_list();

输出

Circular Linked List: (6,56) (5,40) (4,1) (3,30) (2,20) 
List after deleting the first item: (5,40) (4,1) (3,30) (2,20)

#include <iostream>
#include <cstring>
#include <cstdlib>
#include <cstdbool>
struct node {
   int data;
   int key;
   struct node *next;
};
struct node *head = NULL;
struct node *current = NULL;
bool isEmpty(){
   return head == NULL;
}

//insert link at the first location
void insertFirst(int key, int data){
   
   //create a link
   struct node *link = (struct node*) malloc(sizeof(struct node));
   link->key = key;
   link->data = data;
   if (isEmpty()) {
      head = link;
      head->next = head;
   } else {

      //point it to old first node
      link->next = head;

      //point first to new first node
      head = link;
   }
}

//display the list
void printList(){
   struct node *ptr = head;
   printf("\n[ ");

   //start from the beginning
   if(head != NULL) {
      while(ptr->next != ptr) {
         printf("(%d,%d) ",ptr->key,ptr->data);
         ptr = ptr->next;
      }
   }
   printf(" ]");
}
int main(){
   insertFirst(1,10);
   insertFirst(2,20);
   insertFirst(3,30);
   insertFirst(4,1);
   insertFirst(5,40);
   insertFirst(6,56);
   printf("Circular Linked List: ");

   //print list
   printList();
   return 0;
}

输出

Circular Linked List: 
[ (6,56) (5,40) (4,1) (3,30) (2,20)  ]

//Java program for circular link list
import java.util.*;
class Node {
    int data;
    int key;
    Node next;
}
public class Main {
    static Node head = null;
    static Node current = null;
    static boolean isEmpty() {
        return head == null;
    }
    //insert link at the first location
    static void insertFirst(int key, int data) {
        //create a link
        Node link = new Node();
        link.key = key;
        link.data = data;
        if (isEmpty()) {
            head = link;
            head.next = head;
        } else {
            //point it to old first node
            link.next = head;
            //point first to new first node
            head = link;
        }
    }
    //display the list
    static void printList() {
        Node ptr = head;
        System.out.print("\n[ ");
        //start from the beginning
        if (head != null) {
            while (ptr.next != ptr) {
                System.out.print("(" + ptr.key + "," + ptr.data + ") ");
                ptr = ptr.next;
            }
        }
        System.out.print(" ]");
    }
    public static void main(String[] args) {
        insertFirst(1, 10);
        insertFirst(2, 20);
        insertFirst(3, 30);
        insertFirst(4, 1);
        insertFirst(5, 40);
        insertFirst(6, 56);
        System.out.print("Circular Linked List: ");
        //print list
        printList();
    }
}

输出

Circular Linked List: [ (6,56) (5,40) (4,1) (3,30) (2,20) ]

#python program for circular linked list
class Node:
    def __init__(self, key, data):
        self.key = key
        self.data = data
        self.next = None
head = None
current = None
def is_empty():
    return head is None
#insert link at the first location
def insert_first(key, data):
    #create a link
    global head
    new_node = Node(key, data)
    if is_empty():
        head = new_node
        head.next = head
    else:
        #point it to old first node
        new_node.next = head
        #point first to the new first node
        head = new_node
        #display the list
def print_list():
    global head
    ptr = head
    print("[", end=" ")
    #start from the beginning
    if head is not None:
        while ptr.next != ptr:
            print("({}, {})".format(ptr.key, ptr.data), end=" ")
            ptr = ptr.next
        print("]")
insert_first(1, 10)
insert_first(2, 20)
insert_first(3, 30)
insert_first(4, 1)
insert_first(5, 40)
insert_first(6, 56)
#printlist
print("Circular Linked List: ")
print_list()

输出

Circular Linked List: [ (6,56) (5,40) (4,1) (3,30) (2,20) ]

#include <iostream>
#include <cstring>
#include <cstdlib>
#include <cstdbool>
using namespace std;
struct node {
   int data;
   int key;
   struct node *next;
};
struct node *head = NULL;
struct node *current = NULL;
bool isEmpty(){
   return head == NULL;
}
int length(){
   int length = 0;
   
   //if list is empty
   if(head == NULL) {
      return 0;
   }
   current = head->next;
   while(current != head) {
      length++;
      current = current->next;
   }
   return length;
}
//insert link at the first location
void insertFirst(int key, int data){
   //create a link
   struct node *link = (struct node*) malloc(sizeof(struct node));
   link->key = key;
   link->data = data;
   if (isEmpty()) {
      head = link;
      head->next = head;
   } else {
      //point it to old first node
      link->next = head;
      
      //point first to new first node
      head = link;
   }
}
//delete first item
struct node * deleteFirst(){   
   //save reference to first link
   struct node *tempLink = head;
   if(head->next == head) {
      head = NULL;
      return tempLink;
   }
   //mark next to first link as first
   head = head->next;
   
   //return the deleted link
   return tempLink;
}
//display the list
void printList(){
   struct node *ptr = head;
   cout << "\n[ ";
   //start from the beginning
   if(head != NULL) {
      while(ptr->next != ptr) {
         cout << "(" << ptr->key << "," << ptr->data << ") ";
         ptr = ptr->next;
      }
   }
   cout << " ]";
}
int main(){
   insertFirst(1,10);
   insertFirst(2,20);
   insertFirst(3,30);
   insertFirst(4,1);
   insertFirst(5,40);
   insertFirst(6,56);
   cout << "Original List: ";
   //print list
   printList();
   while(!isEmpty()) {
      struct node *temp = deleteFirst();
      cout << "\n Deleted value:";
      cout << "(" << temp->key << "," << temp->data << ") ";
   }
   cout << "\n List after deleting all items: ";
   printList();
   return 0;
}

输出

Original List: 
[ (6,56) (5,40) (4,1) (3,30) (2,20)  ]
 Deleted value:(6,56) 
 Deleted value:(5,40) 
 Deleted value:(4,1) 
 Deleted value:(3,30) 
 Deleted value:(2,20) 
 Deleted value:(1,10) 
 List after deleting all items: 
[  ]

class Node {
    int data;
    int key;
    Node next;
    Node(int key, int data) {
        this.key = key;
        this.data = data;
        this.next = null;
    }
}
public class LinkedList {
    private Node head;
    private Node current;
    boolean isEmpty() {
        return head == null;
    }
    int length() {
        int length = 0;
        //if list is empty
        if (head == null) {
            return 0;
        }
        current = head.next;
        while (current != head) {
            length++;
            current = current.next;
        }
        return length;
    }
    //insert link at the first location
    void insertFirst(int key, int data) {
        //create a link
        Node link = new Node(key, data);
        if (isEmpty()) {
            head = link;
            head.next = head;
        } else {
            //point it to old first node
            link.next = head;
            //point first to new first node
            head = link;
        }
    }
    //delete first item
    Node deleteFirst() {
        if (head.next == head) {
            //save reference to first link
            Node tempLink = head;
            head = null;
            return tempLink;
        }
        Node tempLink = head;
        //mark next to first link as first
        head = head.next;
        //return the deleted link
        return tempLink;
    }
    //display the list
    void printList() {
        Node ptr = head;
        System.out.print("\n[ ");

        //start from the beginning
        if (head != null) {
            while (ptr.next != ptr) {
                System.out.print("(" + ptr.key + "," + ptr.data + ") ");
                ptr = ptr.next;
            }
        }
        System.out.print(" ]");
    }
    public static void main(String[] args) {
        LinkedList linkedList = new LinkedList();
        linkedList.insertFirst(1, 10);
        linkedList.insertFirst(2, 20);
        linkedList.insertFirst(3, 30);
        linkedList.insertFirst(4, 1);
        linkedList.insertFirst(5, 40);
        linkedList.insertFirst(6, 56);
        System.out.print("Original List: ");
        linkedList.printList();
        //print list
        while (!linkedList.isEmpty()) {
            Node temp = linkedList.deleteFirst();
            System.out.println("\nDeleted value: (" + temp.key + "," + temp.data + ")");
        }
        System.out.print("\nList after deleting all items: ");
        linkedList.printList();
    }
}

输出

Original List: 
[ (6,56) (5,40) (4,1) (3,30) (2,20)  ]
Deleted value: (6,56)

Deleted value: (5,40)

Deleted value: (4,1)

Deleted value: (3,30)

Deleted value: (2,20)

Deleted value: (1,10)

List after deleting all items: 
[  ]

class Node:
    def __init__(self, key, data):
        self.key = key
        self.data = data
        self.next = None
class LinkedList:
    def __init__(self):
        self.head = None
        self.current = None
    def is_empty(self):
        return self.head is None
    def length(self):
        length = 0
        # If list is empty
        if self.head is None:
            return 0
        self.current = self.head.next
        while self.current != self.head:
            length += 1
            self.current = self.current.next
        return length
    # insert link at the first location
    def insert_first(self, key, data):
        # create a link
        new_node = Node(key, data)
        if self.is_empty():
            self.head = new_node
            self.head.next = self.head
        else:
            # point it to old first node
            new_node.next = self.head
            # point first to new first node
            self.head = new_node
    # delete first item
    def delete_first(self):
        # save reference to first link
        if self.head.next == self.head:
            temp_link = self.head
            self.head = None
            return temp_link
        # mark next to first link as first
        temp_link = self.head
        self.head = self.head.next
        # return the deleted link
        return temp_link
    # Diplay the list
    def print_list(self):
        ptr = self.head
        print("[", end=" ")
        # start from the beginning
        if self.head is not None:
            while ptr.next != ptr:
                print("({}, {})".format(ptr.key, ptr.data), end=" ")
                ptr = ptr.next
        print("]")
# Main function
if __name__ == '__main__':
    linked_list = LinkedList()
    linked_list.insert_first(1, 10)
    linked_list.insert_first(2, 20)
    linked_list.insert_first(3, 30)
    linked_list.insert_first(4, 1)
    linked_list.insert_first(5, 40)
    linked_list.insert_first(6, 56)
    print("Original List: ", end="")
    linked_list.print_list()
    while not linked_list.is_empty():
        temp = linked_list.delete_first()
        print("\nDeleted value: ({}, {})".format(temp.key, temp.data))
    # print list
    print("List after deleting all items: ", end="")
    linked_list.print_list()

输出

Original List: [ (6, 56) (5, 40) (4, 1) (3, 30) (2, 20) ]

Deleted value: (6, 56)

Deleted value: (5, 40)

Deleted value: (4, 1)

Deleted value: (3, 30)

Deleted value: (2, 20)Deleted value: (1, 10)
List after deleting all items: [ ]

#include <iostream>
int MAXSIZE = 8;
int stack[8];
int top = -1;

/* Check if the stack is full*/
int isfull(){
   if(top == MAXSIZE)
      return 1;
   else
      return 0;
}

/* Function to insert into the stack */
int push(int data){
   if(!isfull()) {
      top = top + 1;
      stack[top] = data;
   } else {
      printf("Could not insert data, Stack is full.\n");
   }
}

/* Main function */
int main(){
   int i;
   push(44);
   push(10);
   push(62);
   push(123);
   push(15);
   printf("Stack Elements: \n");

   // print stack data
   for(i = 0; i < 8; i++) {
      printf("%d ", stack[i]);
   }
   return 0;
}

输出

Stack Elements: 
44 10 62 123 15 0 0 0 

import java.io.*;
import java.util.*; // util imports the stack class
public class StackExample {
   public static void main (String[] args) {
      Stack<Integer> stk = new Stack<Integer>();
      
      // inserting elements into the stack
      stk.push(52);
      stk.push(19);
      stk.push(33);
      stk.push(14);
      stk.push(6);
      System.out.print("The stack is: " + stk);
   }
}

输出

The stack is: [52, 19, 33, 14, 6]

class Stack:
   def __init__(self):
      self.stack = []
   def __str__(self):
      return str(self.stack)
   def push(self, data):
      if data not in self.stack:
         self.stack.append(data)
         return True
      else:
         return False
stk = Stack()
stk.push(1)
stk.push(2)
stk.push(3)
stk.push(4)
stk.push(5)
print("Stack Elements:")
print(stk)

输出

Stack Elements:
[1, 2, 3, 4, 5]

#include <iostream>
int MAXSIZE = 8;
int stack[8];
int top = -1;

/* Check if the stack is empty */
int isempty(){
   if(top == -1)
      return 1;
   else
      return 0;
}

/* Check if the stack is full*/
int isfull(){
   if(top == MAXSIZE)
      return 1;
   else
      return 0;
}

/* Function to delete from the stack */
int pop(){
   int data;
   if(!isempty()) {
      data = stack[top];
      top = top - 1;
      return data;
   } else {
      printf("Could not retrieve data, Stack is empty.\n");
   }
}

/* Function to insert into the stack */
int push(int data){
   if(!isfull()) {
      top = top + 1;
      stack[top] = data;
   } else {
      printf("Could not insert data, Stack is full.\n");
   }
}

/* Main function */
int main(){
   int i;
   push(44);
   push(10);
   push(62);
   push(123);
   push(15);
   printf("Stack Elements: \n");

   // print stack data
   for(i = 0; i < 8; i++) {
      printf("%d ", stack[i]);
   }
   
   /*printf("Element at top of the stack: %d\n" ,peek());*/
   printf("\nElements popped: \n");

   // print stack data
   while(!isempty()) {
      int data = pop();
      printf("%d ",data);
   }
   return 0;
}

输出

Stack Elements: 
44 10 62 123 15 0 0 0 
Elements popped: 
15 123 62 10 44 

import java.io.*;
import java.util.*; 

// util imports the stack class
public class StackExample {
   public static void main (String[] args) {
      Stack<Integer> stk = new Stack<Integer>();
      
      // Inserting elements into the stack
      stk.push(52);
      stk.push(19);
      stk.push(33);
      stk.push(14);
      stk.push(6);
      System.out.print("The stack is: " + stk);
      
      // Deletion from the stack
      System.out.print("\nThe popped element is: ");
      Integer n = (Integer) stk.pop();
      System.out.print(n);
   }
}

输出

The stack is: [52, 19, 33, 14, 6]
The popped element is: 6

class Stack:
   def __init__(self):
      self.stack = []
   def __str__(self):
      return str(self.stack)
   def push(self, data):
      if data not in self.stack:
         self.stack.append(data)
         return True
      else:
         return False
   def remove(self):
      if len(self.stack) <= 0:
         return ("No element in the Stack")
      else:
         return self.stack.pop()
stk = Stack()
stk.push(1)
stk.push(2)
stk.push(3)
stk.push(4)
stk.push(5)
print("Stack Elements:")
print(stk)
print("----Deletion operation in stack----")
p = stk.remove()
print("The popped element is: " + str(p))
print("Updated Stack:")
print(stk)

输出

Stack Elements:
[1, 2, 3, 4, 5]
----Deletion operation in stack----
The popped element is: 5
Updated Stack:
[1, 2, 3, 4]

#include <iostream>
int MAXSIZE = 8;
int stack[8];
int top = -1;

/* Check if the stack is full */
int isfull(){
   if(top == MAXSIZE)
      return 1;
   else
      return 0;
}

/* Function to return the topmost element in the stack */
int peek(){
   return stack[top];
}

/* Function to insert into the stack */
int push(int data){
   if(!isfull()) {
      top = top + 1;
      stack[top] = data;
   } else {
      printf("Could not insert data, Stack is full.\n");
   }
}

/* Main function */
int main(){
   int i;
   push(44);
   push(10);
   push(62);
   push(123);
   push(15);
   printf("Stack Elements: \n");

   // print stack data
   for(i = 0; i < 8; i++) {
      printf("%d ", stack[i]);
   }
   printf("\nElement at top of the stack: %d\n" ,peek());
   return 0;
}

输出

Stack Elements: 
44 10 62 123 15 0 0 0 
Element at top of the stack: 15

import java.io.*;
import java.util.*; 

// util imports the stack class
public class StackExample {
   public static void main (String[] args) {
      Stack<Integer> stk = new Stack<Integer>();
      
      // inserting elements into the stack
      stk.push(52);
      stk.push(19);
      stk.push(33);
      stk.push(14);
      stk.push(6);
      System.out.print("The stack is: " + stk);
      Integer pos = (Integer) stk.peek();
      System.out.print("\nThe element found is " + pos);
   }
}

输出

The stack is: [52, 19, 33, 14, 6]
The element found is 6

class Stack:
   def __init__(self):
      self.stack = []
   def __str__(self):
      return str(self.stack)
   def push(self, data):
      if data not in self.stack:
         self.stack.append(data)
         return True
      else:
         return False
   # Use peek to look at the top of the stack
   def peek(self):
      return self.stack[-1]
stk = Stack()
stk.push(1)
stk.push(2)
stk.push(3)
stk.push(4)
stk.push(5)
print("Stack Elements:")
print(stk)
print("topmost element: ",stk.peek())

输出

Stack Elements:
[1, 2, 3, 4, 5]
topmost element: 5

#include <iostream>
int MAXSIZE = 8;
int stack[8];
int top = -1;

/* Check if the stack is full */
int isfull(){
   if(top == MAXSIZE)
      return 1;
   else
      return 0;
}

/* Main function */
int main(){
   printf("Stack full: %s\n" , isfull()?"true":"false");
   return 0;
}

输出

Stack full: false

import java.io.*;
public class StackExample {
   private int arr[];
   private int top;
   private int capacity;
   StackExample(int size) {
      arr = new int[size];
      capacity = size;
      top = -1;
   }
   public boolean isEmpty() {
      return top == -1;
   }
   public boolean isFull() {
      return top == capacity - 1;
   }
   public void push(int key) {
      if (isFull()) {
         System.out.println("Stack is Full\n");
         return;
      }
      arr[++top] = key;
   }
   public static void main (String[] args) {
      StackExample stk = new StackExample(5);
      stk.push(1); // inserting 1 in the stack
      stk.push(2);
      stk.push(3);
      stk.push(4);
      stk.push(5);
      System.out.println("Stack Full? " + stk.isFull());
   }
}

输出

Stack Full? true

#python code for stack(IsFull)
MAXSIZE = 8
stack = [None] * MAXSIZE
top = -1
#Check if the stack is empty 
def isfull():
    if top == MAXSIZE - 1:
        return True
    else:
        return False
#main function
print("Stack full:", isfull())
 

输出

Stack full: False

#include <iostream>
int MAXSIZE = 8;
int stack[8];
int top = -1;

/* Check if the stack is empty */
int isempty(){
   if(top == -1)
      return 1;
   else
      return 0;
}

/* Main function */
int main(){
   printf("Stack empty: %s\n" , isempty()?"true":"false");
   return 0;
}

输出

Stack empty: true

import java.io.*;
import java.util.*; // util imports the stack class
public class StackExample {
   public static void main (String[] args) {
      Stack<Integer> stk = new Stack<Integer>();
      
      // Inserting elements into the stack
      stk.push(52);
      stk.push(19);
      stk.push(33);
      stk.push(14);
      stk.push(6);
      System.out.println("Stack empty? "+ stk.isEmpty());
   }
}

输出

Stack empty? false

#python code for stack(IsFull)
MAXSIZE = 8
stack = [None] * MAXSIZE
top = -1
#Check if the stack is empty 
def isempty():
    if top == -1:
        return True
    else:
        return False  
#main function
print("Stack empty:", isempty())
 

输出

Stack empty: True

#include <iostream>
using namespace std;
int MAXSIZE = 8;
int stack[8];
int top = -1;
/* Check if the stack is empty */
int isempty(){
   if(top == -1)
      return 1;
   else
      return 0;
}
/* Check if the stack is full */
int isfull(){
   if(top == MAXSIZE)
      return 1;
   else
      return 0;
}
/* Function to return the topmost element in the stack */
int peek(){
   return stack[top];
}
/* Function to delete from the stack */
int pop(){
   int data;
   if(!isempty()) {
      data = stack[top];
      top = top - 1;
      return data;
   } else
      cout << "Could not retrieve data, Stack is empty." << endl;
}
/* Function to insert into the stack */
int push(int data){
   if(!isfull()) {
      top = top + 1;
      stack[top] = data;
   } else
      cout << "Could not insert data, Stack is full." << endl;
}
/* Main function */
int main(){
   push(44);
   push(10);
   push(62);
   push(123);
   push(15);
   cout << "Element at top of the stack: " << peek() << endl;
   printf("Elements: \n");
   // print stack data
   while(!isempty()) {
      int data = pop();
      cout << data <<endl;
   }
   printf("Stack full: %s\n" , isfull()?"true":"false");
   printf("Stack empty: %s\n" , isempty()?"true":"false");
   return 0;
}

输出

Element at top of the stack: 15
Elements: 
15
123
62
10
44
Stack full: false
Stack empty: true

import java.io.*;
import java.util.*; // util imports the stack class
public class StackExample {
   public static void main (String[] args) {
      Stack<Integer> stk = new Stack<Integer>();
      // inserting elements into the stack
      stk.push(52);
      stk.push(19);
      stk.push(33);
      stk.push(14);
      stk.push(6);
      System.out.print("The stack is: " + stk);
      // deletion from the stack
      System.out.print("\nThe popped element is: ");
      Integer n = (Integer) stk.pop();
      System.out.print(n);
      // searching for an element in the stack
      Integer pos = (Integer) stk.search(19);
      if(pos == -1)
         System.out.print("\nThe element 19 not found in stack");
      else
         System.out.print("\nThe element 19 is found at " + pos);
   }
}

输出

The stack is: [52, 19, 33, 14, 6]
The popped element is: 6
The element 19 is found at 3

class Stack:
   def __init__(self):
      self.stack = []
   def add(self, data):
      if data not in self.stack:
         self.stack.append(data)
         return True
      else:
         return False
# Use peek to look at the top of the stack
   def peek(self):
      return self.stack[-1]
# Use list pop method to remove element
   def remove(self):
      if len(self.stack) <= 0:
         return ("No element in the Stack")
      else:
         return self.stack.pop()
stk = Stack()
stk.add(1)
stk.add(2)
stk.add(3)
stk.add(4)
stk.add(5)
print("topmost element: ",stk.peek())
print("----Deletion operation in stack----")
stk.remove()
stk.peek()
print("topmost element after deletion: ",stk.peek())

输出

topmost element: 5
----Deletion operation in stack----
topmost element after deletion: 4

// C++ Code for Expression Parsing Using Stack
#include <iostream>
#include <string>
#include <cctype>
#include <stack>
// char stack
std::stack<char> stack;

void push(char item) {
    stack.push(item);
}
char pop() {
    char top = stack.top();
    stack.pop();
    return top;
}
// returns precedence of operators
int precedence(char symbol) {
    switch(symbol) {
        case '+':
        case '-':
            return 2;
        case '*':
        case '/':
            return 3;
        case '^':
            return 4;
        case '(':
        case ')':
        case '#':
            return 1;
    }
    return 0;
}
// check whether the symbol is an operator
int isOperator(char symbol) {
    switch(symbol) {
        case '+':
        case '-':
        case '*':
        case '/':
        case '^':
        case '(':
        case ')':
            return 1;
        default:
            return 0;
    }
}
// converts infix expression to postfix
void convert(const std::string& infix, std::string& postfix) {
    int j = 0;
    stack.push('#');
    for (char symbol : infix) {
        if (isOperator(symbol) == 0) {
            postfix += symbol;
            j++;
        } else {
            if (symbol == '(') {
                push(symbol);
            } else {
                if (symbol == ')') {
                    while (stack.top() != '(') {
                        postfix += pop();
                        j++;
                    }
                    stack.pop(); // pop out '('
                } else {
                    if (precedence(symbol) > precedence(stack.top())) {
                        push(symbol);
                    } else {
                        while (precedence(symbol) <= precedence(stack.top())) {
                            postfix += pop();
                            j++;
                        }
                        push(symbol);
                    }
                }
            }
        }
    }

    while (stack.top() != '#') {
        postfix += pop();
        j++;
    }

    postfix[j] = '\0'; // null terminate string
}
// evaluates postfix expression
int evaluate(const std::string& postfix) {
    std::stack<int> stack_int;
    int operand1, operand2;
    for (char ch : postfix) {
        if (std::isdigit(ch)) {
            stack_int.push(ch - '0'); // Push the operand
        } else {
            // Operator, pop two operands
            operand2 = stack_int.top();
            stack_int.pop();
            operand1 = stack_int.top();
            stack_int.pop();
            switch (ch) {
                case '+':
                    stack_int.push(operand1 + operand2);
                    break;
                case '-':
                    stack_int.push(operand1 - operand2);
                    break;
                case '*':
                    stack_int.push(operand1 * operand2);
                    break;
                case '/':
                    stack_int.push(operand1 / operand2);
                    break;
            }
        }
    }
    return stack_int.top();
}
int main() {
    std::string infix = "1*(2+3)", postfix;
    convert(infix, postfix);
    std::cout << "Infix expression is: " << infix << std::endl;
    std::cout << "Postfix expression is: " << postfix << std::endl;
    std::cout << "Evaluated expression is: " << evaluate(postfix) << std::endl;
    return 0;
}

输出

Infix expression is: 1*(2+3)
Postfix expression is: 123+*
Evaluated expression is: 5

// Java Code for Expression Parsing Using Stack
import java.util.Stack;
public class Main {
    // char stack
    static Stack<Character> stack = new Stack<>();
    static void push(char item) {
        stack.push(item);
    }
    static char pop() {
        return stack.pop();
    }
    // returns precedence of operators
    static int precedence(char symbol) {
        switch (symbol) {
            case '+':
            case '-':
                return 2;
            case '*':
            case '/':
                return 3;
            case '^':
                return 4;
            case '(':
            case ')':
            case '#':
                return 1;
        }
        return 0;
    }
    // check whether the symbol is an operator
    static int isOperator(char symbol) {
        switch (symbol) {
            case '+':
            case '-':
            case '*':
            case '/':
            case '^':
            case '(':
            case ')':
                return 1;
            default:
                return 0;
        }
    }
    // converts infix expression to postfix
    static void convert(String infix, StringBuilder postfix) {
        int j = 0;
        stack.push('#');
        for (char symbol : infix.toCharArray()) {
            if (isOperator(symbol) == 0) {
                postfix.append(symbol);
                j++;
            } else {
                if (symbol == '(') {
                    push(symbol);
                } else {
                    if (symbol == ')') {
                        while (stack.peek() != '(') {
                            postfix.append(pop());
                            j++;
                        }
                        stack.pop(); // pop out '('
                    } else {
                        if (precedence(symbol) > precedence(stack.peek())) {
                            push(symbol);
                        } else {
                            while (precedence(symbol) <= precedence(stack.peek())) {
                                postfix.append(pop());
                                j++;
                            }
                            push(symbol);
                        }
                    }
                }
            }
        }
        while (stack.peek() != '#') {
            postfix.append(pop());
            j++;
        }
    }
    // evaluates postfix expression
    static int evaluate(String postfix) {
        Stack<Integer> stackInt = new Stack<>();
        int operand1, operand2;
        for (char ch : postfix.toCharArray()) {
            if (Character.isDigit(ch)) {
                stackInt.push(ch - '0'); // Push the operand
            } else {
                // Operator, pop two operands
                operand2 = stackInt.pop();
                operand1 = stackInt.pop();
                switch (ch) {
                    case '+':
                        stackInt.push(operand1 + operand2);
                        break;
                    case '-':
                        stackInt.push(operand1 - operand2);
                        break;
                    case '*':
                        stackInt.push(operand1 * operand2);
                        break;
                    case '/':
                        stackInt.push(operand1 / operand2);
                        break;
                }
            }
        }
        return stackInt.peek();
    }
    public static void main(String[] args) {
        String infix = "1*(2+3)";
        StringBuilder postfix = new StringBuilder();
        convert(infix, postfix);
        System.out.println("Infix expression is: " + infix);
        System.out.println("Postfix expression is: " + postfix);
        System.out.println("Evaluated expression is: " + evaluate(postfix.toString()));
    }
}

Infix expression is: 1*(2+3)
Postfix expression is: 123+*
Evaluated expression is: 5

class Main:
    stack = []
    @staticmethod
    def push(item):
        Main.stack.append(item)
    @staticmethod
    def pop():
        return Main.stack.pop()
    #returns precedence of operators
    @staticmethod
    def precedence(symbol):
        if symbol in ['+', '-']:
            return 2
        elif symbol in ['*', '/']:
            return 3
        elif symbol == '^':
            return 4
        elif symbol in ['(', ')', '#']:
            return 1
        return 0
    #check whether the symbol is an operator
    @staticmethod
    def is_operator(symbol):
        return symbol in ['+', '-', '*', '/', '^', '(', ')']
    @staticmethod
    def convert(infix):
        postfix = ""
        j = 0
        Main.push('#')
        for symbol in infix:
            if not Main.is_operator(symbol):
                postfix += symbol
                j += 1
            else:
                if symbol == '(':
                    Main.push(symbol)
                else:
                    if symbol == ')':
                        while Main.stack[-1] != '(':
                            postfix += Main.pop()
                            j += 1
                        Main.pop()  # pop out '('
                    else:
                        if Main.precedence(symbol) > Main.precedence(Main.stack[-1]):
                            Main.push(symbol)
                        else:
                            while Main.precedence(symbol) <= Main.precedence(Main.stack[-1]):
                                postfix += Main.pop()
                                j += 1
                            Main.push(symbol)
        while Main.stack[-1] != '#':
            postfix += Main.pop()
            j += 1
        return postfix
    @staticmethod
    def evaluate(postfix):
        stack_int = []
        for ch in postfix:
            if ch.isdigit():
                stack_int.append(int(ch))
            else:
                operand2 = stack_int.pop()
                operand1 = stack_int.pop()
                if ch == '+':
                    stack_int.append(operand1 + operand2)
                elif ch == '-':
                    stack_int.append(operand1 - operand2)
                elif ch == '*':
                    stack_int.append(operand1 * operand2)
                elif ch == '/':
                    stack_int.append(operand1 / operand2)
        return stack_int[0]
    @staticmethod
    def main():
        infix = "1*(2+3)"
        postfix = Main.convert(infix)
        print("Infix expression is:", infix)
        print("Postfix expression is:", postfix)
        print("Evaluated expression is:", Main.evaluate(postfix))
Main.main()

输出

Infix expression is: 1*(2+3)
Postfix expression is: 123+*
Evaluated expression is: 5

#include <iostream>
#include <string>
#define MAX 6
int intArray[MAX];
int front = 0;
int rear = -1;
int itemCount = 0;
bool isFull(){
   return itemCount == MAX;
}
bool isEmpty(){
   return itemCount == 0;
}
int removeData(){
   int data = intArray[front++];
   if(front == MAX) {
      front = 0;
   }
   itemCount--;
   return data;
}
void insert(int data){
   if(!isFull()) {
      if(rear == MAX-1) {
         rear = -1;
      }
      intArray[++rear] = data;
      itemCount++;
   }
}
int main(){
   insert(3);
   insert(5);
   insert(9);
   insert(1);
   insert(12);
   insert(15);
   printf("Queue: ");
   while(!isEmpty()) {
      int n = removeData();
      printf("%d ",n);
   }
}

输出

Queue: 3 5 9 1 12 15

import java.util.LinkedList;
import java.util.Queue;
public class QueueExample {
   public static void main(String[] args) {
      Queue<Integer> q = new LinkedList<>();
      q.add(6);
      q.add(1);
      q.add(8);
      q.add(4);
      q.add(7);
      System.out.println("The queue is: " + q);
   }
}

输出

The queue is: [6, 1, 8, 4, 7]

class Queue:
   def __init__(self):
      self.queue = list()
   def __str__(self):
      return str(self.queue)
   def addtoqueue(self,data):

   # Insert method to add element
      if data not in self.queue:
         self.queue.insert(0,data)
         return True
      return False

q = Queue()
q.addtoqueue("36")
q.addtoqueue("24")
q.addtoqueue("48")
q.addtoqueue("12")
q.addtoqueue("66")
print("Queue:")
print(q)

输出

Queue:
['66', '12', '48', '24', '36']

#include <iostream>
#include <string>
#define MAX 6
int intArray[MAX];
int front = 0;
int rear = -1;
int itemCount = 0;
bool isFull(){
   return itemCount == MAX;
}
bool isEmpty(){
   return itemCount == 0;
}
void insert(int data){
   if(!isFull()) {
      if(rear == MAX-1) {
         rear = -1;
      }
      intArray[++rear] = data;
      itemCount++;
   }
}
int removeData(){
   int data = intArray[front++];
   if(front == MAX) {
      front = 0;
   }
   itemCount--;
   return data;
}
int main(){
   int i;
   
   /* insert 5 items */
   insert(3);
   insert(5);
   insert(9);
   insert(1);
   insert(12);
   insert(15);
   printf("Queue: ");
   for(i = 0; i < MAX; i++)
      printf("%d ", intArray[i]);
   
   // remove one item
   int num = removeData();
   printf("\nElement removed: %d\n",num);
   printf("Updated Queue: ");
   while(!isEmpty()) {
      int n = removeData();
      printf("%d ",n);
   }
}

输出

Queue: 3 5 9 1 12 15 
Element removed: 3
Updated Queue: 5 9 1 12 15 

import java.util.LinkedList;
import java.util.Queue;
public class QueueExample {
   public static void main(String[] args) {
      Queue<Integer> q = new LinkedList<>();
      q.add(6);
      q.add(1);
      q.add(8);
      q.add(4);
      q.add(7);
      System.out.println("The queue is: " + q);
      int n = q.remove();
      System.out.println("The element deleted is: " + n);
      System.out.println("Queue after deletion: " + q);
   }
}

输出

The queue is: [6, 1, 8, 4, 7]
The element deleted is: 6
Queue after deletion: [1, 8, 4, 7]

class Queue:
   def __init__(self):
      self.queue = list()
   def __str__(self):
      return str(self.queue)
   def addtoqueue(self,data):

   # Insert method to add element
      if data not in self.queue:
         self.queue.insert(0,data)
         return True
      return False
   def removefromqueue(self):
      if len(self.queue)>0:
         return self.queue.pop()
      return ("Queue is empty")

q = Queue()
q.addtoqueue("36")
q.addtoqueue("24")
q.addtoqueue("48")
q.addtoqueue("12")
q.addtoqueue("66")
print("Queue:")
print(q)
print("Element deleted from queue: ",q.removefromqueue())

输出

Queue:
['66', '12', '48', '24', '36']
Element deleted from queue:  36

#include <iostream>
#include <string>
#define MAX 6
int intArray[MAX];
int front = 0;
int rear = -1;
int itemCount = 0;
int peek(){
   return intArray[front];
}
bool isFull(){
   return itemCount == MAX;
}
void insert(int data){
   if(!isFull()) {
      if(rear == MAX-1) {
         rear = -1;
      }
      intArray[++rear] = data;
      itemCount++;
   }
}
int main(){
   int i;
   /* insert 5 items */
   insert(3);
   insert(5);
   insert(9);
   insert(1);
   insert(12);
   insert(15);
   printf("Queue: ");
   for(i = 0; i < MAX; i++)
      printf("%d ", intArray[i]);
   printf("\nElement at front: %d\n",peek());
}

输出

Queue: 3 5 9 1 12 15 
Element at front: 3

import java.util.LinkedList;
import java.util.Queue;
public class QueueExample {
   public static void main(String[] args) {
      Queue<Integer> q = new LinkedList<>();
      q.add(6);
      q.add(1);
      q.add(8);
      q.add(4);
      q.add(7);
      System.out.println("The queue is: " + q);
   }
}

输出

The queue is: [6, 1, 8, 4, 7]

class Queue:
   def __init__(self):
      self.queue = list()
   def __str__(self):
      return str(self.queue)
   def addtoqueue(self,data):
   
   # Insert method to add element
      if data not in self.queue:
         self.queue.insert(0,data)
         return True
      return False
   def peek(self):
      return self.queue[-1]

q = Queue()
q.addtoqueue("36")
q.addtoqueue("24")
q.addtoqueue("48")
q.addtoqueue("12")
q.addtoqueue("66")
print("Queue:")
print(q)
print("The frontmost element of the queue: ",q.peek())

输出

Queue:
['66', '12', '48', '24', '36']
The frontmost element of the queue:  36

#include <iostream>
#include <string>
#define MAX 6
int intArray[MAX];
int front = 0;
int rear = -1;
int itemCount = 0;
bool isFull(){
   return itemCount == MAX;
}
void insert(int data){
   if(!isFull()) {
      if(rear == MAX-1) {
         rear = -1;
      }
      intArray[++rear] = data;
      itemCount++;
   }
}
int main(){
   int i;
   
   /* insert 5 items */
   insert(3);
   insert(5);
   insert(9);
   insert(1);
   insert(12);
   insert(15);
   printf("Queue: ");
   for(i = 0; i < MAX; i++)
      printf("%d ", intArray[i]);
   printf("\n");
   if(isFull()) {
      printf("Queue is full!\n");
   }
}

输出

Queue: 3 5 9 1 12 15 
Queue is full!

import java.io.*;
public class QueueExample {
   private int intArray[];
   private int front;
   private int rear;
   private int itemCount;
   private int MAX;
   QueueExample(int size) {
      intArray = new int[size];
      front = 0;
      rear = -1;
      MAX = size;
      itemCount = 0;
   }
   public boolean isFull() {
      return itemCount == MAX;
   }
   public void insert(int key) {
      if(!isFull()) {
         if(rear == MAX-1) {
            rear = -1;
         }
         intArray[++rear] = key;
         itemCount++;
      }
   }
   public static void main (String[] args) {
      QueueExample q = new QueueExample(5);
      q.insert(1); // inserting 1 in the stack
      q.insert(2);
      q.insert(3);
      q.insert(4);
      q.insert(5);
      System.out.println("Stack Full? " + q.isFull());
   }
}

输出

Stack Full? true

#python code for isFull in Queue
MAX = 6
intArray = [None] * MAX
front = 0
rear = -1
itemCount = 0

def isFull():
    return itemCount == MAX

def insert(data):
    global rear, itemCount
    if not isFull():
        if rear == MAX-1:
            rear = -1
        rear += 1
        intArray[rear] = data
        itemCount += 1
#inserting 5 items into the Queue
insert(3)
insert(5)
insert(9)
insert(1)
insert(12)
insert(15)
print("Queue: ", end="")
for i in range(MAX):
    print(intArray[i], end=" ")
print()
if isFull():
    print("Queue is full!")

输出

Queue: 3 5 9 1 12 15 
Queue is full!

#include <iostream>
#include <string>
#define MAX 6
int intArray[MAX];
int front = 0;
int rear = -1;
int itemCount = 0;
bool isEmpty(){
   return itemCount == 0;
}
int main(){
   int i;
   printf("Queue: ");
   for(i = 0; i < MAX; i++)
      printf("%d ", intArray[i]);
   printf("\n");
   if(isEmpty()) {
      printf("Queue is Empty!\n");
   }
}

输出

Queue: 0 0 0 0 0 0 
Queue is Empty!

import java.io.*;
public class QueueExample {
   private int intArray[];
   private int front;
   private int rear;
   private int itemCount;
   private int MAX;
   QueueExample(int size) {
      intArray = new int[size];
      front = 0;
      rear = -1;
      MAX = size;
      itemCount = 0;
   }
   public boolean isEmpty() {
      return itemCount == 0;
   }
   public static void main (String[] args) {
      QueueExample q = new QueueExample(5);
      System.out.println("Stack Empty? " + q.isEmpty());
   }
}

输出

Stack Empty? true

#python code for isFull in Queue
MAX = 6
intArray = [None] * MAX
front = 0
rear = -1
itemCount = 0

def isEmpty():
    return itemCount == 0

print("Queue: ", end="")
for i in range(MAX):
    print(intArray[i], end=" ")
print()
if isEmpty():
    print("Queue is empty!")

输出

Queue: None None None None None None 
Queue is empty!

#include <iostream>
#include <string>
#define MAX 6
int intArray[MAX];
int front = 0;
int rear = -1;
int itemCount = 0;
int peek(){
   return intArray[front];
}
bool isEmpty(){
   return itemCount == 0;
}
bool isFull(){
   return itemCount == MAX;
}
int size(){
   return itemCount;
}
void insert(int data){
   if(!isFull()) {
      if(rear == MAX-1) {
         rear = -1;
      }
      intArray[++rear] = data;
      itemCount++;
   }
}
int removeData(){
   int data = intArray[front++];
   if(front == MAX) {
      front = 0;
   }
   itemCount--;
   return data;
}
int main(){
   
   /* insert 5 items */
   insert(3);
   insert(5);
   insert(9);
   insert(1);
   insert(12);

   // front : 0
   // rear : 4
   // ------------------
   // index : 0 1 2 3 4
   // ------------------
   // queue : 3 5 9 1 12
   insert(15);

   // front : 0
   // rear : 5
   // ---------------------
   // index : 0 1 2 3 4 5
   // ---------------------
   // queue : 3 5 9 1 12 15
   if(isFull()) {
      printf("Queue is full!\n");
   }

   // remove one item
   int num = removeData();
   printf("Element removed: %d\n",num);

   // front : 1
   // rear : 5
   // -------------------
   // index : 1 2 3 4 5
   // -------------------
   // queue : 5 9 1 12 15
   // insert more items
   insert(16);

   // front : 1
   // rear : -1
   // ----------------------
   // index : 0 1 2 3 4 5
   // ----------------------
   // queue : 16 5 9 1 12 15
   // As queue is full, elements will not be inserted.
   insert(17);
   insert(18);

   // ----------------------
   // index : 0 1 2 3 4 5
   // ----------------------
   // queue : 16 5 9 1 12 15
   printf("Element at front: %d\n",peek());
   printf("----------------------\n");
   printf("index : 5 4 3 2 1 0\n");
   printf("----------------------\n");
   printf("Queue: ");
   while(!isEmpty()) {
      int n = removeData();
      printf("%d ",n);
   }
}

输出

Queue is full!
Element removed: 3
Element at front: 5
----------------------
index : 5 4 3 2 1 0
----------------------
Queue: 5 9 1 12 15 16

import java.util.LinkedList;
import java.util.Queue;
public class QueueExample {
   public static void main(String[] args) {
      Queue<Integer> q = new LinkedList<>();
      q.add(6);
      q.add(1);
      q.add(8);
      q.add(4);
      q.add(7);
      System.out.println("The queue is: " + q);
      int n = q.remove();
      System.out.println("The element deleted is: " + n);
      System.out.println("Queue after deletion: " + q);
      int size = q.size();
      System.out.println("Size of the queue is: " + size);
   }
}

输出

The queue is: [6, 1, 8, 4, 7]The element deleted is: 6
Queue after deletion: [1, 8, 4, 7]
Size of the queue is: 4

class Queue:
   def __init__(self):
      self.queue = list()
   def addtoqueue(self,data):

   # Insert method to add element
      if data not in self.queue:
         self.queue.insert(0,data)
         return True
      return False
   def size(self):
      return len(self.queue)
   def removefromqueue(self):
      if len(self.queue)>0:
         return self.queue.pop()
      return ("Queue is empty")

q = Queue()
q.addtoqueue("36")
q.addtoqueue("24")
q.addtoqueue("48")
q.addtoqueue("12")
q.addtoqueue("66")
print("size of the queue: ",q.size())
print("Element deleted from queue: ",q.removefromqueue())
print("size of the queue after deletion: ",q.size())

输出

size of the queue:  5
Element deleted from queue:  36
size of the queue after deletion:  4

#include <bits/stdc++.h>
using namespace std;
#define V 5 

// Maximum number of vertices in the graph
struct graph { 
   
   // declaring graph data structure
   struct vertex *point[V];
};
struct vertex { 
   
   // declaring vertices
   int end;
   struct vertex *next;
};
struct Edge { 
   
   // declaring edges
   int end, start;
};
struct graph *create_graph (struct Edge edges[], int x){
   int i;
   struct graph *graph = (struct graph *) malloc (sizeof (struct graph));
   for (i = 0; i < V; i++) {
      graph->point[i] = NULL;
   }
   for (i = 0; i < x; i++) {
      int start = edges[i].start;
      int end = edges[i].end;
      struct vertex *v = (struct vertex *) malloc (sizeof (struct vertex));
      v->end = end;
      v->next = graph->point[start];
      graph->point[start] = v;
   }
   return graph;
}
int main (){
   struct Edge edges[] = { {0, 1}, {0, 2}, {0, 3}, {1, 2}, {1, 4}, {2, 4}, {2, 3}, {3, 1} };
   int n = sizeof (edges) / sizeof (edges[0]);
   struct graph *graph = create_graph (edges, n);
   int i;
   for (i = 0; i < V; i++) {
      struct vertex *ptr = graph->point[i];
      while (ptr != NULL) {
         cout << "(" << i << " -> " << ptr->end << ")\t";
         ptr = ptr->next;
      }
      cout << endl;
   }
   return 0;
}

输出

(1 -> 3)	(1 -> 0)	
(2 -> 1)	(2 -> 0)	
(3 -> 2)	(3 -> 0)	
(4 -> 2)	(4 -> 1)

import java.util.*;

//class to store edges of the graph
class Edge {   
   int src, dest;
   Edge(int src, int dest) {
      this.src = src;
      this.dest = dest;
   }
}

// Graph class
public class Graph {
   
   // node of adjacency list
   static class vertex {
      int v;
      vertex(int v) {
        this.v = v;
      }
   };
   // define adjacency list to represent the graph
   List<List<vertex>> adj_list = new ArrayList<>();
   
   //Graph Constructor
   public Graph(List<Edge> edges){
      
      // adjacency list memory allocation
      for (int i = 0; i < edges.size(); i++)
      adj_list.add(i, new ArrayList<>());
      
      // add edges to the graph
      for (Edge e : edges){
        
        // allocate new node in adjacency List from src to dest
        adj_list.get(e.src).add(new vertex(e.dest));
      }
   }
   public static void main (String[] args) {
      
      // define edges of the graph
      List<Edge> edges = Arrays.asList(new Edge(0, 1),new Edge(0, 2),
      new Edge(0, 3),new Edge(1, 2), new Edge(1, 4),
      new Edge(2, 4), new Edge(2, 3),new Edge(3, 1));
      
      // call graph class Constructor to construct a graph
      Graph graph = new Graph(edges);
      
      // print the graph as an adjacency list
      int src = 0;
      int lsize = graph.adj_list.size();
      System.out.println("The graph created is:");
      while (src < lsize) {
      
         //traverse through the adjacency list and print the edges
         for (vertex edge : graph.adj_list.get(src)) {
            System.out.print(src + " -> " + edge.v + "\t");
         }
         System.out.println();
         src++;
      }
   }
}

输出

The graph created is:
0 -> 1	0 -> 2	0 -> 3	
1 -> 2	1 -> 4	2 -> 4	2 -> 3	
3 -> 1

#Python code for Graph Data Struture
V = 5
#Maximum number of vertices in th graph
#Declaring vertices
class Vertex:
    def __init__(self, end):
        self.end = end
        self.next = None
#Declaring Edges
class Edge:
    def __init__(self, start, end):
        self.start = start
        self.end = end
#Declaring graph data structure
class Graph:
    def __init__(self):
        self.point = [None] * V
def create_graph(edges, x):
    graph = Graph()
    for i in range(V):
        graph.point[i] = None
    for i in range(x):
        start = edges[i].start
        end = edges[i].end
        v = Vertex(end)
        v.next = graph.point[start]
        graph.point[start] = v
    return graph
edges = [Edge(0, 1), Edge(0, 2), Edge(0, 3), Edge(1, 2), Edge(1, 4), Edge(2, 4), Edge(2, 3), Edge(3, 1)]
n = len(edges)
graph = create_graph(edges, n)
#Range
for i in range(V):
    ptr = graph.point[i]
    while ptr is not None:
        print("({} -> {})".format(i, ptr.end), end="\t")
        ptr = ptr.next
    print()

输出

(0 -> 3)	(0 -> 2)	(0 -> 1)	
(1 -> 4)	(1 -> 2)	
(2 -> 3)	(2 -> 4)	
(3 -> 1)

//C++ code for Depth First Traversal
#include <iostream>
#include <array>
#include <vector>
constexpr int MAX = 5;
struct Vertex {
   char label;
   bool visited;
};
//stack variables
std::array<int, MAX> stack;
int top = -1;
//graph variables
//array of vertices 
std::array<Vertex*, MAX> lstVertices;
//adjacency matrix
std::array<std::array<int, MAX>, MAX> adjMatrix;
//vertex count
int vertexCount = 0;
//stack functions
void push(int item) {
   stack[++top] = item;
}
int pop() {
   return stack[top--];
}
int peek() {
   return stack[top];
}
bool isStackEmpty() {
   return top == -1;
}
//graph functions
//add vertex to the vertex list
void addVertex(char label) {
   Vertex* vertex = new Vertex;
   vertex->label = label;
   vertex->visited = false;
   lstVertices[vertexCount++] = vertex;
}

//add edge to edge array
void addEdge(int start, int end) {
   adjMatrix[start][end] = 1;
   adjMatrix[end][start] = 1;
}

//display the vertex
void displayVertex(int vertexIndex) {
   std::cout << lstVertices[vertexIndex]->label << " ";
}
//get the adjacent unvisited vertex
int getAdjUnvisitedVertex(int vertexIndex) {
   for (int i = 0; i < vertexCount; i++) {
      if (adjMatrix[vertexIndex][i] == 1 && !lstVertices[i]->visited) {
         return i;
      }
   }
   return -1;
}
//mark first node as visited
void depthFirstSearch() {
   lstVertices[0]->visited = true;
   //display the vertex
   displayVertex(0);
   //push vertex index in stack
   push(0);
   while (!isStackEmpty()) {
       //get the unvisited vertex of vertex which is at top of the stack
      int unvisitedVertex = getAdjUnvisitedVertex(peek());
      //no adjacent vertex found
      if (unvisitedVertex == -1) {
         pop();
      } else {
         lstVertices[unvisitedVertex]->visited = true;
         displayVertex(unvisitedVertex);
         push(unvisitedVertex);
      }
   }
   //stack is empty, search is complete, reset the visited flag
   for (int i = 0; i < vertexCount; i++) {
      lstVertices[i]->visited = false;
   }
}
int main() {
   for (int i = 0; i < MAX; i++) {   //set adjacency
      for (int j = 0; j < MAX; j++) {    // matrix to 0
         adjMatrix[i][j] = 0;
      }
   }
   addVertex('S');
   addVertex('A');
   addVertex('B');
   addVertex('C');
   addVertex('D');
   addEdge(0, 1);
   addEdge(0, 2);
   addEdge(0, 3);
   addEdge(1, 4);
   addEdge(2, 4);
   addEdge(3, 4);
   std::cout << "Depth First Search: ";
   depthFirstSearch();
   return 0;
}

输出

Depth First Search: S A D B C

//Java program for Depth First Traversal
public class DepthFirstSearch {
    private static final int MAX = 5;
    private static class Vertex {
        char label;
        boolean visited;
    }
    private static int[] stack = new int[MAX];
    private static int top = -1;
    private static Vertex[] lstVertices = new Vertex[MAX];
    private static int[][] adjMatrix = new int[MAX][MAX];
    private static int vertexCount = 0;
    private static void push(int item) {
        stack[++top] = item;
    }
    private static int pop() {
        return stack[top--];
    }
    private static int peek() {
        return stack[top];
    }
    private static boolean isStackEmpty() {
        return top == -1;
    }
    private static void addVertex(char label) {
        Vertex vertex = new Vertex();
        vertex.label = label;
        vertex.visited = false;
        lstVertices[vertexCount++] = vertex;
    }
    private static void addEdge(int start, int end) {
        adjMatrix[start][end] = 1;
        adjMatrix[end][start] = 1;
    }
    private static void displayVertex(int vertexIndex) {
        System.out.print(lstVertices[vertexIndex].label + " ");
    }
    private static int getAdjUnvisitedVertex(int vertexIndex) {
        for (int i = 0; i < vertexCount; i++) {
            if (adjMatrix[vertexIndex][i] == 1 && !lstVertices[i].visited) {
                return i;
            }
        }
        return -1;
    }
    private static void depthFirstSearch() {
        lstVertices[0].visited = true;
        displayVertex(0);
        push(0);
        while (!isStackEmpty()) {
            int unvisitedVertex = getAdjUnvisitedVertex(peek());

            if (unvisitedVertex == -1) {
                pop();
            } else {
                lstVertices[unvisitedVertex].visited = true;
                displayVertex(unvisitedVertex);
                push(unvisitedVertex);
            }
        }
        for (int i = 0; i < vertexCount; i++) {
            lstVertices[i].visited = false;
        }
    }
    public static void main(String[] args) {
        for (int i = 0; i < MAX; i++) {
            for (int j = 0; j < MAX; j++) {
                adjMatrix[i][j] = 0;
            }
        }
        addVertex('S');   // 0
        addVertex('A');   // 1
        addVertex('B');   // 2
        addVertex('C');   // 3
        addVertex('D');   // 4
        addEdge(0, 1);    // S - A
        addEdge(0, 2);    // S - B
        addEdge(0, 3);    // S - C
        addEdge(1, 4);    // A - D
        addEdge(2, 4);    // B - D
        addEdge(3, 4);    // C - D
        System.out.print("Depth First Search: ");
        depthFirstSearch();
    }
}

输出

Depth First Search: S A D B C

#Python program for Depth First Traversal
MAX = 5
class Vertex:
    def __init__(self, label):
        self.label = label
        self.visited = False
#stack variables
stack = []
top = -1
#graph variables
#array of vertices
lstVertices = [None] * MAX
#adjacency matrix
adjMatrix = [[0] * MAX for _ in range(MAX)]
#vertex count
vertexCount = 0
#stack functions
def push(item):
    global top
    top += 1
    stack.append(item)
def pop():
    global top
    item = stack[top]
    del stack[top]
    top -= 1
    return item
def peek():
    return stack[top]
def isStackEmpty():
    return top == -1
#graph functions
#add vertex to the vertex list
def addVertex(label):
    global vertexCount
    vertex = Vertex(label)
    lstVertices[vertexCount] = vertex
    vertexCount += 1
#add edge to edge array
def addEdge(start, end):
    adjMatrix[start][end] = 1
    adjMatrix[end][start] = 1
#Display the Vertex
def displayVertex(vertexIndex):
    print(lstVertices[vertexIndex].label, end=' ')
def getAdjUnvisitedVertex(vertexIndex):
    for i in range(vertexCount):
        if adjMatrix[vertexIndex][i] == 1 and not lstVertices[i].visited:
            return i
    return -1
def depthFirstSearch():
    lstVertices[0].visited = True
    displayVertex(0)
    push(0)
    while not isStackEmpty():
        unvisitedVertex = getAdjUnvisitedVertex(peek())
        if unvisitedVertex == -1:
            pop()
        else:
            lstVertices[unvisitedVertex].visited = True
            displayVertex(unvisitedVertex)
            push(unvisitedVertex)
    for i in range(vertexCount):
        lstVertices[i].visited = False
for i in range(MAX):
    for j in range(MAX):
        adjMatrix[i][j] = 0
addVertex('S')   # 0
addVertex('A')   # 1
addVertex('B')   # 2
addVertex('C')   # 3
addVertex('D')   # 4
addEdge(0, 1)    # S - A
addEdge(0, 2)    # S - B
addEdge(0, 3)    # S - C
addEdge(1, 4)    # A - D
addEdge(2, 4)    # B - D
addEdge(3, 4)    # C - D
print("Depth First Search:", end=' ')
depthFirstSearch()

输出

Depth First Search: S A D B C

//C++ code for Breadth First Traversal
#include <iostream>
#include <stdlib.h>
#include <stdbool.h>
#define MAX 5
struct Vertex {
   char label;
   bool visited;
};
//queue variables
int queue[MAX];
int rear = -1;
int front = 0;
int queueItemCount = 0;
//graph variables
//array of vertices
struct Vertex* lstVertices[MAX];
//adjacency matrix
int adjMatrix[MAX][MAX];
//vertex count
int vertexCount = 0;
//queue functions
void insert(int data) {
   queue[++rear] = data;
   queueItemCount++;
}
int removeData() {
   queueItemCount--;
   return queue[front++]; 
}
bool isQueueEmpty() {
   return queueItemCount == 0;
}
//graph functions
//add vertex to the vertex list
void addVertex(char label) {
   struct Vertex* vertex = (struct Vertex*) malloc(sizeof(struct Vertex));
   vertex->label = label;  
   vertex->visited = false;     
   lstVertices[vertexCount++] = vertex;
}
//add edge to edge array
void addEdge(int start,int end) {
   adjMatrix[start][end] = 1;
   adjMatrix[end][start] = 1;
}
//display the vertex
void displayVertex(int vertexIndex) {
   std::cout << lstVertices[vertexIndex]->label << " ";
}       
//get the adjacent unvisited vertex
int getAdjUnvisitedVertex(int vertexIndex) {
   int i;
   for(i = 0; i<vertexCount; i++) {
      if(adjMatrix[vertexIndex][i] == 1 && lstVertices[i]->visited == false)
         return i;
   }
   return -1;
}
void breadthFirstSearch() {
   int i;
   //mark first node as visited
   lstVertices[0]->visited = true;
  //display the vertex
   displayVertex(0);   
   //insert vertex index in queue
   insert(0);
   int unvisitedVertex;
   while(!isQueueEmpty()) {
      //get the unvisited vertex of vertex which is at front of the queue
      int tempVertex = removeData();   
      //no adjacent vertex found
      while((unvisitedVertex = getAdjUnvisitedVertex(tempVertex)) != -1) {    
         lstVertices[unvisitedVertex]->visited = true;
         displayVertex(unvisitedVertex);
         insert(unvisitedVertex);               
      }
		
   }   
   //queue is empty, search is complete, reset the visited flag        
   for(i = 0;i<vertexCount;i++) {
      lstVertices[i]->visited = false;
   }    
}
int main() {
   int i, j;
   for(i = 0; i<MAX; i++) { // set adjacency 
      for(j = 0; j<MAX; j++) // matrix to 0
         adjMatrix[i][j] = 0;
   }
   addVertex('S');   // 0
   addVertex('A');   // 1
   addVertex('B');   // 2
   addVertex('C');   // 3
   addVertex('D');   // 4
   addEdge(0, 1);    // S - A
   addEdge(0, 2);    // S - B
   addEdge(0, 3);    // S - C
   addEdge(1, 4);    // A - D
   addEdge(2, 4);    // B - D
   addEdge(3, 4);    // C - D
   std::cout << "Breadth First Search: ";
   breadthFirstSearch();
   return 0;
}

输出

Breadth First Search: S A B C D

//Java code for Breadth First Traversal
import java.util.LinkedList;
import java.util.Queue;
class Vertex {
    char label;
    boolean visited;
    public Vertex(char label) {
        this.label = label;
        visited = false;
    }
}
public class Graph {
    private static final int MAX = 5;
    private Vertex[] lstVertices;
    private int[][] adjMatrix;
    private int vertexCount;
    public Graph() {
        lstVertices = new Vertex[MAX];
        adjMatrix = new int[MAX][MAX];
        vertexCount = 0;
    }
    private void addVertex(char label) {
        Vertex vertex = new Vertex(label);
        lstVertices[vertexCount++] = vertex;
    }
    private void addEdge(int start, int end) {
        adjMatrix[start][end] = 1;
        adjMatrix[end][start] = 1;
    }
    private void displayVertex(int vertexIndex) {
        System.out.print(lstVertices[vertexIndex].label + " ");
    }
    private int getAdjUnvisitedVertex(int vertexIndex) {
        for (int i = 0; i < vertexCount; i++) {
            if (adjMatrix[vertexIndex][i] == 1 && !lstVertices[i].visited)
                return i;
        }
        return -1;
    }
    private void breadthFirstSearch() {
        lstVertices[0].visited = true;
        displayVertex(0);
        Queue<Integer> queue = new LinkedList<>();
        queue.add(0);
        while (!queue.isEmpty()) {
            int tempVertex = queue.poll();
            int unvisitedVertex;
            while ((unvisitedVertex = getAdjUnvisitedVertex(tempVertex)) != -1) {
                lstVertices[unvisitedVertex].visited = true;
                displayVertex(unvisitedVertex);
                queue.add(unvisitedVertex);
            }
        }
        // Reset the visited flag
        for (int i = 0; i < vertexCount; i++) {
            lstVertices[i].visited = false;
        }
    }
    public static void main(String[] args) {
        Graph graph = new Graph();
        for (int i = 0; i < MAX; i++) {
            for (int j = 0; j < MAX; j++)
                graph.adjMatrix[i][j] = 0;
        }
        graph.addVertex('S');   // 0
        graph.addVertex('A');   // 1
        graph.addVertex('B');   // 2
        graph.addVertex('C');   // 3
        graph.addVertex('D');   // 4
        graph.addEdge(0, 1);    // S - A
        graph.addEdge(0, 2);    // S - B
        graph.addEdge(0, 3);    // S - C
        graph.addEdge(1, 4);    // A - D
        graph.addEdge(2, 4);    // B - D
        graph.addEdge(3, 4);    // C - D
        System.out.print("Breadth First Search: ");
        graph.breadthFirstSearch();
    }
}

输出

Breadth First Search: S A B C D

#Python program for Breadth First Search
# defining MAX 5
MAX = 5
class Vertex:
   def __init__(self, label):
      self.label = label
      self.visited = False
# queue variables
queue = [0] * MAX
rear = -1
front = 0
queueItemCount = 0
# graph variables
#array of vertices
lstVertices = [None] * MAX
#adjacency matrix
adjMatrix = [[0] * MAX for _ in range(MAX)]
#vertex count
vertexCount = 0
# queue functions
def insert(data):
   global rear, queueItemCount
   rear += 1
   queue[rear] = data
   queueItemCount += 1
def removeData():
   global front, queueItemCount
   queueItemCount -= 1
   data = queue[front]
   front += 1
   return data
def isQueueEmpty():
   return queueItemCount == 0
# graph functions
#add vertex to the vertex list
def addVertex(label):
   global vertexCount
   vertex = Vertex(label)
   lstVertices[vertexCount] = vertex
   vertexCount += 1
#add edge to edge array
def addEdge(start, end):
   adjMatrix[start][end] = 1
   adjMatrix[end][start] = 1
#Display the vertex
def displayVertex(vertexIndex):
   print(lstVertices[vertexIndex].label, end=" ")
#Get the adjacent unvisited vertex
def getAdjUnvisitedVertex(vertexIndex):
   for i in range(vertexCount):
      if adjMatrix[vertexIndex][i] == 1 and not lstVertices[i].visited:
         return i
   return -1
def breadthFirstSearch():
    #mark first node as visited
   lstVertices[0].visited = True
   #Display the vertex
   displayVertex(0)
   #insert vertex index in queue
   insert(0)
   while not isQueueEmpty():
    #get the unvisited vertex of vertex which is at front of the queue
      tempVertex = removeData()     
      #no adjacent vertex found
      unvisitedVertex = getAdjUnvisitedVertex(tempVertex)
      while unvisitedVertex != -1:
         lstVertices[unvisitedVertex].visited = True
         displayVertex(unvisitedVertex)
         insert(unvisitedVertex)
         unvisitedVertex = getAdjUnvisitedVertex(tempVertex)     
    #queue is empty, search is complete, reset the visited flag 
   for i in range(vertexCount):
      lstVertices[i].visited = False
# main function
if __name__ == "__main__":
    #set adjacency
   for i in range(MAX):
       #matrix to 0
       for j in range(MAX):
         adjMatrix[i][j] = 0
   addVertex('S')
   addVertex('A')
   addVertex('B')
   addVertex('C')
   addVertex('D')
   addEdge(0, 1)
   addEdge(0, 2)
   addEdge(0, 3)
   addEdge(1, 4)
   addEdge(2, 4)
   addEdge(3, 4)
   print("Breadth First Search: ", end="")
   breadthFirstSearch()

输出

Breadth First Search: S A B C D

#include <iostream>
struct node {
   int data;
   struct node *leftChild;
   struct node *rightChild;
};
struct node *root = NULL;
void insert(int data){
   struct node *tempNode = (struct node*) malloc(sizeof(struct node));
   struct node *current;
   struct node *parent;
   tempNode->data = data;
   tempNode->leftChild = NULL;
   tempNode->rightChild = NULL;

   //if tree is empty
   if(root == NULL) {
      root = tempNode;
   } else {
      current = root;
      parent = NULL;
      while(1) {
         parent = current;

         //go to left of the tree
         if(data < parent->data) {
            current = current->leftChild;

            //insert to the left
            if(current == NULL) {
               parent->leftChild = tempNode;
               return;
            }
         }//go to right of the tree
         else {
            current = current->rightChild;

            //insert to the right
            if(current == NULL) {
               parent->rightChild = tempNode;
               return;
            }
         }
      }
   }
}
void inorder_traversal(struct node* root){
   if(root != NULL) {
      inorder_traversal(root->leftChild);
      printf("%d ",root->data);
      inorder_traversal(root->rightChild);
   }
}
int main(){
   int i;
   int array[7] = { 27, 14, 35, 10, 19, 31, 42 };
   for(i = 0; i < 7; i++)
      insert(array[i]);
   printf("\nInorder traversal: ");
   inorder_traversal(root);
   return 0;
}

输出

Inorder traversal: 10 14 19 27 31 35 42 

class Node {
   int data;
   Node leftChild;
   Node rightChild;
   public Node(int key) {
      data = key;
      leftChild = rightChild = null;
   }
}
public class TreeDataStructure {
   Node root = null;
   void inorder_traversal(Node node) {
      if(node != null) {
         inorder_traversal(node.leftChild);
         System.out.print(node.data + " ");
         inorder_traversal(node.rightChild);
      }
   }
   public static void main(String args[]) {
      TreeDataStructure tree = new TreeDataStructure();
      tree.root = new Node(27);
      tree.root.leftChild = new Node(12);
      tree.root.rightChild = new Node(3);
      tree.root.leftChild.leftChild = new Node(44);
      tree.root.leftChild.rightChild = new Node(17);
      tree.root.rightChild.leftChild = new Node(56);
      System.out.println("\nInorder traversal: ");
      tree.inorder_traversal(tree.root);
   }
}

输出

Inorder traversal: 
44 12 17 27 56 3 

class Node:
   def __init__(self, key):
      self.leftChild = None
      self.rightChild = None
      self.data = key

# Create a function to perform inorder tree traversal
def InorderTraversal(root):
   if root:
      InorderTraversal(root.leftChild)
      print(root.data)
      InorderTraversal(root.rightChild)

# Main class
if __name__ == "__main__":
   root = Node(3)
   root.leftChild = Node(26)
   root.rightChild = Node(42)
   root.leftChild.leftChild = Node(54)
   root.leftChild.rightChild = Node(65)
   root.rightChild.leftChild = Node(12)

   # Function call
   print("\nInorder traversal of binary tree is")
   InorderTraversal(root)

输出

Inorder traversal of binary tree is
54
26
65
3
12
42

#include <iostream>
struct node {
   int data;
   struct node *leftChild;
   struct node *rightChild;
};
struct node *root = NULL;
void insert(int data){
   struct node *tempNode = (struct node*) malloc(sizeof(struct node));
   struct node *current;
   struct node *parent;
   tempNode->data = data;
   tempNode->leftChild = NULL;
   tempNode->rightChild = NULL;

   //if tree is empty
   if(root == NULL) {
      root = tempNode;
   } else {
      current = root;
      parent = NULL;
      while(1) {
         parent = current;

         //go to left of the tree
         if(data < parent->data) {
            current = current->leftChild;

            //insert to the left
            if(current == NULL) {
               parent->leftChild = tempNode;
               return;
            }
         }//go to right of the tree
         else {
            current = current->rightChild;

            //insert to the right
            if(current == NULL) {
               parent->rightChild = tempNode;
               return;
            }
         }
      }
   }
}
void pre_order_traversal(struct node* root){
   if(root != NULL) {
      printf("%d ",root->data);
      pre_order_traversal(root->leftChild);
      pre_order_traversal(root->rightChild);
   }
}
int main(){
   int i;
   int array[7] = { 27, 14, 35, 10, 19, 31, 42 };
   for(i = 0; i < 7; i++)
      insert(array[i]);
   printf("\nPreorder traversal: ");
   pre_order_traversal(root);
   return 0;
}

输出

Preorder traversal: 27 14 10 19 35 31 42 

class Node {
   int data;
   Node leftChild;
   Node rightChild;
   public Node(int key) {
      data = key;
      leftChild = rightChild = null;
   }
}
public class TreeDataStructure {
   Node root = null;
   void pre_order_traversal(Node node) {
      if(node != null) {
         System.out.print(node.data + " ");
         pre_order_traversal(node.leftChild);
         pre_order_traversal(node.rightChild);
      }
   }
   public static void main(String args[]) {
      TreeDataStructure tree = new TreeDataStructure();
      tree.root = new Node(27);
      tree.root.leftChild = new Node(12);
      tree.root.rightChild = new Node(3);
      tree.root.leftChild.leftChild = new Node(44);
      tree.root.leftChild.rightChild = new Node(17);
      tree.root.rightChild.leftChild = new Node(56);
      System.out.println("\nPreorder traversal: ");
      tree.pre_order_traversal(tree.root);
   }
}

输出

Preorder traversal: 
27 12 44 17 3 56 

class Node:
   def __init__(self, key):
      self.leftChild = None
      self.rightChild = None
      self.data = key

# Create a function to perform postorder tree traversal
def PreorderTraversal(root):
   if root:
      print(root.data)
      PreorderTraversal(root.leftChild)
      PreorderTraversal(root.rightChild)

# Main class
if __name__ == "__main__":
   root = Node(3)
   root.leftChild = Node(26)
   root.rightChild = Node(42)
   root.leftChild.leftChild = Node(54)
   root.leftChild.rightChild = Node(65)
   root.rightChild.leftChild = Node(12)
   print("\nPreorder traversal of binary tree is")
   PreorderTraversal(root)

输出

Preorder traversal of binary tree is
3
26
54
65
42
12

#include <iostream>
struct node {
   int data;
   struct node *leftChild;
   struct node *rightChild;
};
struct node *root = NULL;
void insert(int data){
   struct node *tempNode = (struct node*) malloc(sizeof(struct node));
   struct node *current;
   struct node *parent;
   tempNode->data = data;
   tempNode->leftChild = NULL;
   tempNode->rightChild = NULL;

   //if tree is empty
   if(root == NULL) {
      root = tempNode;
   } else {
      current = root;
      parent = NULL;
      while(1) {
         parent = current;

         //go to left of the tree
         if(data < parent->data) {
            current = current->leftChild;

            //insert to the left
            if(current == NULL) {
               parent->leftChild = tempNode;
               return;
            }
         }//go to right of the tree
         else {
            current = current->rightChild;

            //insert to the right
            if(current == NULL) {
               parent->rightChild = tempNode;
               return;
            }
         }
      }
   }
}
void post_order_traversal(struct node* root){
   if(root != NULL) {
      post_order_traversal(root->leftChild);
      post_order_traversal(root->rightChild);
      printf("%d ", root->data);
   }
}
int main(){
   int i;
   int array[7] = { 27, 14, 35, 10, 19, 31, 42 };
   for(i = 0; i < 7; i++)
      insert(array[i]);
   printf("\nPost order traversal: ");
   post_order_traversal(root);
   return 0;
}

输出

Post order traversal: 10 19 14 31 42 35 27

class Node {
   int data;
   Node leftChild;
   Node rightChild;
   public Node(int key) {
      data = key;
      leftChild = rightChild = null;
   }
}
public class TreeDataStructure {
   Node root = null;
   void post_order_traversal(Node node) {
      if(node != null) {
         post_order_traversal(node.leftChild);
         post_order_traversal(node.rightChild);
         System.out.print(node.data + " ");
      }
   }
   public static void main(String args[]) {
      TreeDataStructure tree = new TreeDataStructure();
      tree.root = new Node(27);
      tree.root.leftChild = new Node(12);
      tree.root.rightChild = new Node(3);
      tree.root.leftChild.leftChild = new Node(44);
      tree.root.leftChild.rightChild = new Node(17);
      tree.root.rightChild.leftChild = new Node(56);
      System.out.println("\nPost order traversal: ");
      tree.post_order_traversal(tree.root);
   }
}

输出

Post order traversal: 
44 17 12 56 3 27 

class Node:
   def __init__(self, key):
      self.leftChild = None
      self.rightChild = None
      self.data = key

# Create a function to perform preorder tree traversal
def PostorderTraversal(root):
   if root:
      PostorderTraversal(root.leftChild)
      PostorderTraversal(root.rightChild)
      print(root.data)

# Main class
if __name__ == "__main__":
   root = Node(3)
   root.leftChild = Node(26)
   root.rightChild = Node(42)
   root.leftChild.leftChild = Node(54)
   root.leftChild.rightChild = Node(65)
   root.rightChild.leftChild = Node(12)
   print("\nPostorder traversal of binary tree is")
   PostorderTraversal(root)

输出

Postorder traversal of binary tree is
54
65
26
12
42
3

#include <iostream>
struct node {
   int data;
   struct node *leftChild;
   struct node *rightChild;
};
struct node *root = NULL;
void insert(int data){
   struct node *tempNode = (struct node*) malloc(sizeof(struct node));
   struct node *current;
   struct node *parent;
   tempNode->data = data;
   tempNode->leftChild = NULL;
   tempNode->rightChild = NULL;

   //if tree is empty
   if(root == NULL) {
      root = tempNode;
   } else {
      current = root;
      parent = NULL;
      while(1) {
         parent = current;

         //go to left of the tree
         if(data < parent->data) {
            current = current->leftChild;

            //insert to the left
            if(current == NULL) {
               parent->leftChild = tempNode;
               return;
            }
         }//go to right of the tree
         else {
            current = current->rightChild;

            //insert to the right
            if(current == NULL) {
               parent->rightChild = tempNode;
               return;
            }
         }
      }
   }
}
void pre_order_traversal(struct node* root){
   if(root != NULL) {
      printf("%d ",root->data);
      pre_order_traversal(root->leftChild);
      pre_order_traversal(root->rightChild);
   }
}
void inorder_traversal(struct node* root){
   if(root != NULL) {
      inorder_traversal(root->leftChild);
      printf("%d ",root->data);
      inorder_traversal(root->rightChild);
   }
}
void post_order_traversal(struct node* root){
   if(root != NULL) {
      post_order_traversal(root->leftChild);
      post_order_traversal(root->rightChild);
      printf("%d ", root->data);
   }
}
int main(){
   int i;
   int array[7] = { 27, 14, 35, 10, 19, 31, 42 };
   for(i = 0; i < 7; i++)
      insert(array[i]);
   printf("\nPreorder traversal: ");
   pre_order_traversal(root);
   printf("\nInorder traversal: ");
   inorder_traversal(root);
   printf("\nPost order traversal: ");
   post_order_traversal(root);
   return 0;
}

输出

Preorder traversal: 27 14 10 19 35 31 42 
Inorder traversal: 10 14 19 27 31 35 42 
Post order traversal: 10 19 14 31 42 35 27 

class Node {
   int data;
   Node leftChild;
   Node rightChild;
   public Node(int key) {
      data = key;
      leftChild = rightChild = null;
   }
}
public class TreeDataStructure {
   Node root = null;
   void inorder_traversal(Node node) {
      if(node != null) {
         inorder_traversal(node.leftChild);
         System.out.print(node.data + " ");
         inorder_traversal(node.rightChild);
      }
   }
   void pre_order_traversal(Node node) {
      if(node != null) {
         System.out.print(node.data + " ");
         pre_order_traversal(node.leftChild);
         pre_order_traversal(node.rightChild);
      }
   }
   void post_order_traversal(Node node) {
      if(node != null) {
         post_order_traversal(node.leftChild);
         post_order_traversal(node.rightChild);
         System.out.print(node.data + " ");
      }
   }
   public static void main(String args[]) {
      TreeDataStructure tree = new TreeDataStructure();
      tree.root = new Node(27);
      tree.root.leftChild = new Node(12);
      tree.root.rightChild = new Node(3);
      tree.root.leftChild.leftChild = new Node(44);
      tree.root.leftChild.rightChild = new Node(17);
      tree.root.rightChild.leftChild = new Node(56);
      System.out.println("\nInorder traversal: ");
      tree.inorder_traversal(tree.root);
      System.out.println("\nPreorder traversal: ");
      tree.pre_order_traversal(tree.root);
      System.out.println("\nPost order traversal: ");
      tree.post_order_traversal(tree.root);
   }
}

输出

Inorder traversal: 
44 12 17 27 56 3 
Preorder traversal: 
27 12 44 17 3 56 
Post order traversal: 
44 17 12 56 3 27 

class Node:
   def __init__(self, key):
      self.leftChild = None
      self.rightChild = None
      self.data = key

# Create a function to perform inorder tree traversal
def InorderTraversal(root):
   if root:
      InorderTraversal(root.leftChild)
      print(root.data)
      InorderTraversal(root.rightChild)

# Create a function to perform preorder tree traversal
def PostorderTraversal(root):
   if root:
      PostorderTraversal(root.leftChild)
      PostorderTraversal(root.rightChild)
      print(root.data)

# Create a function to perform postorder tree traversal
def PreorderTraversal(root):
   if root:
      print(root.data)
      PreorderTraversal(root.leftChild)
      PreorderTraversal(root.rightChild)

# Main class
if __name__ == "__main__":
   root = Node(3)
   root.leftChild = Node(26)
   root.rightChild = Node(42)
   root.leftChild.leftChild = Node(54)
   root.leftChild.rightChild = Node(65)
   root.rightChild.leftChild = Node(12)

   # Function call
   print("\nInorder traversal of binary tree is")
   InorderTraversal(root)
   print("\nPreorder traversal of binary tree is")
   PreorderTraversal(root)
   print("\nPostorder traversal of binary tree is")
   PostorderTraversal(root)

输出

Inorder traversal of binary tree is
54
26
65
3
12
42

Preorder traversal of binary tree is
3
26
54
65
42
12

Postorder traversal of binary tree is
54
65
26
12
42
3

#include <stdio.h>
#include <stdlib.h>
struct node {
   int data;
   struct node *leftChild, *rightChild;
};
struct node *root = NULL;
struct node *newNode(int item){
   struct node *temp = (struct node *)malloc(sizeof(struct node));
   temp->data = item;
   temp->leftChild = temp->rightChild = NULL;
   return temp;
}
void insert(int data){
   struct node *tempNode = (struct node*) malloc(sizeof(struct node));
   struct node *current;
   struct node *parent;
   tempNode->data = data;
   tempNode->leftChild = NULL;
   tempNode->rightChild = NULL;
   
   //if tree is empty
   if(root == NULL) {
      root = tempNode;
   } else {
      current = root;
      parent = NULL;
      while(1) {
         parent = current;
         
         //go to left of the tree
         if(data < parent->data) {
            current = current->leftChild;
            
            //insert to the left
            if(current == NULL) {
               parent->leftChild = tempNode;
               return;
            }
         }//go to right of the tree
         else {
            current = current->rightChild;
            
            //insert to the right
            if(current == NULL) {
               parent->rightChild = tempNode;
               return;
            }
         }
      }
   }
}
struct node* search(int data){
   struct node *current = root;
   printf("\nVisiting elements: ");
   while(current->data != data) {
      if(current != NULL) {
         printf("%d ",current->data);
         
         //go to left tree
         if(current->data > data) {
            current = current->leftChild;
         }//else go to right tree
         else {
            current = current->rightChild;
         }
         
         //not found
         if(current == NULL) {
            return NULL;
         }
      }
   }
   return current;
}
void printTree(struct node* Node){
   if(Node == NULL)
      return;
   printTree(Node->leftChild);
   printf(" --%d", Node->data);
   printTree(Node->rightChild);
}
int main(){
   insert(55);
   insert(20);
   insert(90);
   insert(50);
   insert(35);
   insert(15);
   insert(65);
   printf("Insertion done\n");
   printTree(root);
   struct node* k;
   k = search(35);
   if(k != NULL)
      printf("\nElement %d found", k->data);
   else
      printf("\nElement not found");
   return 0;
}

输出

Insertion done
 --15 --20 --35 --50 --55 --65 --90
Visiting elements: 55 20 50 
Element 35 found

import java.util.Scanner;
class BSTNode {
   BSTNode left, right;
   int data;
   public BSTNode(int n) {
      left = null;
      right = null;
      data = n;
   }
}
public class BST {
   static BSTNode root;
   public BST() {
      root = null;
   }
   private BSTNode insert(BSTNode node, int data) {
      if(node == null)
         node = new BSTNode(data);
      else {
         if(data <= node.data)
            node.left = insert(node.left, data);
         else
            node.right = insert(node.right, data);
      }
      return node;
   }
   private boolean search(BSTNode r, int val) {
      boolean found = false;
      while ((r != null) && !found) {
         int rval = r.data;
         if(val < rval)
            r = r.left;
         else if (val > rval)
            r = r.right;
         else {
            found = true;
            break;
         }
         found = search(r, val);
      }
      return found;
   }
   void printTree(BSTNode node, String prefix) {
      if(node == null)
         return;
      printTree(node.left , " " + prefix);
      System.out.println(prefix + "--" + node.data);
      printTree(node.right , prefix + " ");
   }
   public static void main(String args[]) {
      Scanner sc = new Scanner(System.in);
      BST bst = new BST();
      root = bst.insert(root, 55);
      root = bst.insert(root, 20);
      root = bst.insert(root, 90);
      root = bst.insert(root, 80);
      root = bst.insert(root, 50);
      root = bst.insert(root, 35);
      root = bst.insert(root, 15);
      root = bst.insert(root, 65);
      bst.printTree(root, " ");
      System.out.println("Element found = " + bst.search(root, 80));
   }
}

输出

--15
  --20--35
   --50
 --55
    --65
   --80
  --90
Element found = true

class Node:
   def __init__(self, data):
      self.left = None
      self.right = None
      self.data = data

# Insert method to create nodes
   def insert(self, data):
      if self.data:
         if data < self.data:
            if self.left is None:
               self.left = Node(data)
            else:
               self.left.insert(data)
         elif data > self.data:
            if self.right is None:
               self.right = Node(data)
            else:
               self.right.insert(data)
         else:
            self.data = data
# search method to compare the value with nodes
   def search(self, key):
      if key < self.data:
         if self.left is None:
            return str(key)+" Not Found"
         return self.left.search(key)
      elif key > self.data:
         if self.right is None:
            return str(key)+" Not Found"
         return self.right.search(key)
      else:
         print(str(self.data) + ' is found')

root = Node(54)
root.insert(34)
root.insert(46)
root.insert(12)
root.insert(23)
root.insert(5)
print(root.search(17))
print(root.search(12))

输出

17 Not Found
12 is found
None

#include <iostream>
struct node {
   int data;
   struct node *leftChild, *rightChild;
};
struct node *root = NULL;
struct node *newNode(int item){
   struct node *temp = (struct node *)malloc(sizeof(struct node));
   temp->data = item;
   temp->leftChild = temp->rightChild = NULL;
   return temp;
}
void insert(int data){
   struct node *tempNode = (struct node*) malloc(sizeof(struct node));
   struct node *current;
   struct node *parent;
   tempNode->data = data;
   tempNode->leftChild = NULL;
   tempNode->rightChild = NULL;
   
   //if tree is empty
   if(root == NULL) {
      root = tempNode;
   } else {
      current = root;
      parent = NULL;
      while(1) {
         parent = current;
         
         //go to left of the tree
         if(data < parent->data) {
            current = current->leftChild;
            
            //insert to the left
            if(current == NULL) {
               parent->leftChild = tempNode;
               return;
            }
         }//go to right of the tree
         else {
            current = current->rightChild;
            
            //insert to the right
            if(current == NULL) {
               parent->rightChild = tempNode;
               return;
            }
         }
      }
   }
}
void printTree(struct node* Node){
   if(Node == NULL)
      return;
   printTree(Node->leftChild);
   printf(" --%d", Node->data);
   printTree(Node->rightChild);
}
int main(){
   insert(55);
   insert(20);
   insert(90);
   insert(50);
   insert(35);
   insert(15);
   insert(65);
   printf("Insertion done\n");
   printTree(root);
   return 0;
}

输出

Insertion done
 --15 --20 --35 --50 --55 --65 --90

import java.util.Scanner;
class BSTNode {
   BSTNode left, right;
   int data;
   public BSTNode(int n) {
      left = null;
      right = null;
      data = n;
   }
}
public class BST {
   static BSTNode root;
   public BST() {
      root = null;
   }
   private BSTNode insert(BSTNode node, int data) {
      if(node == null)
         node = new BSTNode(data);
      else {
         if(data <= node.data)
            node.left = insert(node.left, data);
         else
            node.right = insert(node.right, data);
      }
      return node;
   }
   void printTree(BSTNode node, String prefix) {
      if(node == null)
         return;
      printTree(node.left , " " + prefix);
      System.out.println(prefix + "--" + node.data);
      printTree(node.right , prefix + " ");
   }
   public static void main(String args[]) {
      Scanner sc = new Scanner(System.in);
      BST bst = new BST();
      root = bst.insert(root, 55);
      root = bst.insert(root, 20);
      root = bst.insert(root, 90);
      root = bst.insert(root, 80);
      root = bst.insert(root, 50);
      root = bst.insert(root, 35);
      root = bst.insert(root, 15);
      root = bst.insert(root, 65);
      bst.printTree(root, " ");
   }
}

输出

--15
  --20
--35
   --50
 --55
    --65
   --80
  --90

class Node:
   def __init__(self, data):
      self.left = None
      self.right = None
      self.data = data

# Insert method to create nodes
   def insert(self, data):
      if self.data:
         if data < self.data:
            if self.left is None:
               self.left = Node(data)
            else:
               self.left.insert(data)
         elif data > self.data:
            if self.right is None:
               self.right = Node(data)
            else:
               self.right.insert(data)
         else:
            self.data = data
root = Node(54)
root.insert(34)
root.insert(46)
root.insert(12)
root.insert(23)
root.insert(5)
print("Insertion Done")

输出

Insertion Done

#include <iostream>
struct node {
   int key;
   struct node *left, *right;
};
struct node *newNode(int item){
   struct node *temp = (struct node *)malloc(sizeof(struct node));
   temp->key = item;
   temp->left = temp->right = NULL;
   return temp;
}

// Inorder Traversal
void inorder(struct node *root){
   if (root != NULL) {
     inorder(root->left);
     printf("%d -> ", root->key);
     inorder(root->right);
   }
}

// Insertion operation
struct node *insert(struct node *node, int key){
   if (node == NULL) return newNode(key);
   if (key < node->key)
     node->left = insert(node->left, key);
   else
     node->right = insert(node->right, key);
   return node;
}
int main(){
   struct node *root = NULL;
   root = insert(root, 55);
   root = insert(root, 20);
   root = insert(root, 90);
   root = insert(root, 50);
   root = insert(root, 35);
   root = insert(root, 15);
   root = insert(root, 65);
   printf("Inorder traversal: ");
   inorder(root);
}

输出

Inorder traversal: 15 -> 20 -> 35 -> 50 -> 55 -> 65 -> 90 ->

class Node {
   int data;
   Node leftChild;
   Node rightChild;
   public Node(int key) {
      data = key;
      leftChild = rightChild = null;
   }
}
public class TreeDataStructure {
   Node root = null;
   void inorder_traversal(Node node) {
      if(node != null) {
         inorder_traversal(node.leftChild);
         System.out.print(node.data + " ");
         inorder_traversal(node.rightChild);
      }
   }
   public static void main(String args[]) {
      TreeDataStructure tree = new TreeDataStructure();
      tree.root = new Node(27);
      tree.root.leftChild = new Node(12);
      tree.root.rightChild = new Node(30);
      tree.root.leftChild.leftChild = new Node(4);
      tree.root.leftChild.rightChild = new Node(17);
      tree.root.rightChild.leftChild = new Node(56);
      System.out.println("\nInorder traversal: ");
      tree.inorder_traversal(tree.root);
   }
}

输出

Inorder traversal:
4 12 17 27 56 30

class Node:
   def __init__(self, data):
      self.left = None
      self.right = None
      self.data = data

# Insert method to create nodes
   def insert(self, data):
      if self.data:
         if data < self.data:
            if self.left is None:
               self.left = Node(data)
            else:
               self.left.insert(data)
         elif data > self.data:
            if self.right is None:
               self.right = Node(data)
            else:
               self.right.insert(data)
         else:
            self.data = data

# Print the tree
   def Inorder(self):
      if self.left:
         self.left.Inorder()
         print(self.data)
      if self.right:
         self.right.Inorder()

root = Node(54)
root.insert(34)
root.insert(46)
root.insert(12)
root.insert(23)
root.insert(5)
print("Inorder Traversal of Binary Search Tree: ")
root.Inorder()

输出

Inorder Traversal of Binary Search Tree: 
12
34
54

#include <iostream>
struct node {
   int key;
   struct node *left, *right;
};
struct node *newNode(int item){
   struct node *temp = (struct node *)malloc(sizeof(struct node));
   temp->key = item;
   temp->left = temp->right = NULL;
   return temp;
}

// Preorder Traversal
void preorder(struct node *root){
   if (root != NULL) {
      printf("%d -> ", root->key);
      preorder(root->left);
      preorder(root->right);
   }
}

// Insertion operation
struct node *insert(struct node *node, int key){
   if (node == NULL) return newNode(key);
   if (key < node->key)
      node->left = insert(node->left, key);
   else
      node->right = insert(node->right, key);
   return node;
}
int main(){
   struct node *root = NULL;
   root = insert(root, 55);
   root = insert(root, 20);
   root = insert(root, 90);
   root = insert(root, 50);
   root = insert(root, 35);
   root = insert(root, 15);
   root = insert(root, 65);
   printf("Preorder traversal: ");
   preorder(root);
}

输出

Preorder traversal: 55 -> 20 -> 15 -> 50 -> 35 -> 90 -> 65 -> 

class Node {
    int data;
    Node leftChild;
    Node rightChild;
    public Node(int key) {
        data = key;
        leftChild = rightChild = null;
    }
}
public class TreeDataStructure {
    Node root = null;
    void preorder_traversal(Node node) {
        if(node != null) {
            System.out.print(node.data + " ");
            preorder_traversal(node.leftChild);
            preorder_traversal(node.rightChild);
        }
    }
    public static void main(String args[]) {
        TreeDataStructure tree = new TreeDataStructure();
        tree.root = new Node(27);
        tree.root.leftChild = new Node(12);
        tree.root.rightChild = new Node(30);
        tree.root.leftChild.leftChild = new Node(4);
        tree.root.leftChild.rightChild = new Node(17);
        tree.root.rightChild.leftChild = new Node(56);
        System.out.println("\nPreorder traversal: ");
        tree.preorder_traversal(tree.root);
    }
}

输出

Preorder traversal: 
27 12 4 17 30 56 

class Node:
   def __init__(self, data):
      self.left = None
      self.right = None
      self.data = data

# Insert method to create nodes
   def insert(self, data):
      if self.data:
         if data < self.data:
            if self.left is None:
               self.left = Node(data)
            else:
               self.left.insert(data)
         elif data > self.data:
            if self.right is None:
               self.right = Node(data)
            else:
               self.right.insert(data)
         else:
            self.data = data

# Print the tree
   def Preorder(self):
      print(self.data)
      if self.left:
         self.left.Preorder()
      if self.right:
         self.right.Preorder()
root = Node(54)
root.insert(34)
root.insert(46)
root.insert(12)
root.insert(23)
root.insert(5)
print("Preorder Traversal of Binary Search Tree: ")
root.Preorder()

输出

Preorder Traversal of Binary Search Tree: 
54
34
12
5
23
46

#include <iostream>
struct node {
   int key;
   struct node *left, *right;
};
struct node *newNode(int item){
   struct node *temp = (struct node *)malloc(sizeof(struct node));
   temp->key = item;
   temp->left = temp->right = NULL;
   return temp;
}

// Postorder Traversal
void postorder(struct node *root){
   if (root != NULL) {
      printf("%d -> ", root->key);
      postorder(root->left);
      postorder(root->right);
   }
}

// Insertion operation
struct node *insert(struct node *node, int key){
   if (node == NULL) return newNode(key);
   if (key < node->key)
      node->left = insert(node->left, key);
   else
      node->right = insert(node->right, key);
   return node;
}
int main(){
   struct node *root = NULL;
   root = insert(root, 55);
   root = insert(root, 20);
   root = insert(root, 90);
   root = insert(root, 50);
   root = insert(root, 35);
   root = insert(root, 15);
   root = insert(root, 65);
   printf("Postorder traversal: ");
   postorder(root);
}

输出

Postorder traversal: 55 -> 20 -> 15 -> 50 -> 35 -> 90 -> 65 -> 

class Node {
    int data;
    Node leftChild;
    Node rightChild;
    public Node(int key) {
        data = key;
        leftChild = rightChild = null;
    }
}
public class TreeDataStructure {
    Node root = null;
    void postorder_traversal(Node node) {
        if(node != null) {
            postorder_traversal(node.leftChild);
            postorder_traversal(node.rightChild);
            System.out.print(node.data + " ");
        }
    }
    public static void main(String args[]) {
        TreeDataStructure tree = new TreeDataStructure();
        tree.root = new Node(27);
        tree.root.leftChild = new Node(12);
        tree.root.rightChild = new Node(30);
        tree.root.leftChild.leftChild = new Node(4);
        tree.root.leftChild.rightChild = new Node(17);
        tree.root.rightChild.leftChild = new Node(56);
        System.out.println("\nPostorder traversal: ");
        tree.postorder_traversal(tree.root);
    }
}

输出

Postorder traversal: 
4 17 12 56 30 27 

class Node:
   def __init__(self, data):
      self.left = None
      self.right = None
      self.data = data

# Insert method to create nodes
   def insert(self, data):
      if self.data:
         if data < self.data:
            if self.left is None:
               self.left = Node(data)
            else:
               self.left.insert(data)
         elif data > self.data:
            if self.right is None:
               self.right = Node(data)
            else:
               self.right.insert(data)
      else:
         self.data = data

# Print the tree
   def Postorder(self):
      if self.left:
         self.left.Postorder()
      if self.right:
         self.right.Postorder()
      print(self.data)

root = Node(54)
root.insert(34)
root.insert(46)
root.insert(12)
root.insert(23)
root.insert(5)
print("Postorder Traversal of Binary Search Tree: ")
root.Postorder()

输出

Postorder Traversal of Binary Search Tree: 
5
23
12
46
34
54

#include <iostream>
struct node {
   int data;
   struct node *leftChild, *rightChild;
};
struct node *root = NULL;
struct node *newNode(int item){
   struct node *temp = (struct node *)malloc(sizeof(struct node));
   temp->data = item;
   temp->leftChild = temp->rightChild = NULL;
   return temp;
}
void insert(int data){
   struct node *tempNode = (struct node*) malloc(sizeof(struct node));
   struct node *current;
   struct node *parent;
   tempNode->data = data;
   tempNode->leftChild = NULL;
   tempNode->rightChild = NULL;
   
   //if tree is empty
   if(root == NULL) {
      root = tempNode;
   } else {
      current = root;
      parent = NULL;
      while(1) {
         parent = current;

         //go to left of the tree
         if(data < parent->data) {
            current = current->leftChild;

            //insert to the left
            if(current == NULL) {
               parent->leftChild = tempNode;
               return;
            }
         }//go to right of the tree
         else {
            current = current->rightChild;
            
            //insert to the right
            if(current == NULL) {
               parent->rightChild = tempNode;
               return;
            }
         }
      }
   }
}
struct node* search(int data){
   struct node *current = root;
   printf("\n\nVisiting elements: ");
   while(current->data != data) {
      if(current != NULL) {
         printf("%d ",current->data);
         
         //go to left tree
         if(current->data > data) {
            current = current->leftChild;
         }//else go to right tree
         else {
            current = current->rightChild;
         }
         
         //not found
         if(current == NULL) {
            return NULL;
         }
      }
   }
   return current;
}

// Inorder Traversal
void inorder(struct node *root){
   if (root != NULL) {
      inorder(root->leftChild);
      printf("%d -> ", root->data);
      inorder(root->rightChild);
   }
}

// Preorder Traversal
void preorder(struct node *root){
   if (root != NULL) {
      printf("%d -> ", root->data);
      preorder(root->leftChild);
      preorder(root->rightChild);
   }
}

// Postorder Traversal
void postorder(struct node *root){
   if (root != NULL) {
      printf("%d -> ", root->data);
      postorder(root->leftChild);
      postorder(root->rightChild);
   }
}
int main(){
   insert(55);
   insert(20);
   insert(90);
   insert(50);
   insert(35);
   insert(15);
   insert(65);
   printf("Insertion done\n");
   printf("\nPreorder Traversal: ");
   preorder(root);
   printf("\nInorder Traversal: ");
   inorder(root);
   printf("\nPostorder Traversal: ");
   postorder(root);
   struct node* k;
   k = search(35);
   if(k != NULL)
      printf("\nElement %d found", k->data);
   else
      printf("\nElement not found");
   return 0;
}

输出

Insertion done

Preorder Traversal: 55 -> 20 -> 15 -> 50 -> 35 -> 90 -> 65 -> 
Inorder Traversal: 15 -> 20 -> 35 -> 50 -> 55 -> 65 -> 90 ->
Postorder Traversal: 55 -> 20 -> 15 -> 50 -> 35 -> 90 -> 65 -> 

Visiting elements: 55 20 50 
Element 35 found

import java.util.Scanner;
class BSTNode {
   BSTNode left, right;
   int data;
   public BSTNode(int n) {
      left = null;
      right = null;
      data = n;
   }
}
public class BST {
   static BSTNode root;
   public BST() {
      root = null;
   }
   public boolean isEmpty() {
      return root == null;
   }
   private BSTNode insert(BSTNode node, int data) {
      if(node == null)
         node = new BSTNode(data);
      else {
         if(data <= node.data)
            node.left = insert(node.left, data);
         else
            node.right = insert(node.right, data);
      }
      return node;
   }
   public void delete(int k) {
      if(isEmpty ())
         System.out.println("TREE EMPTY");
      else if(search (k) == false)
         System.out.println("SORRY " + k + " IS NOT PRESENT");
      else {
         root=delete(root,k);
         System.out.println(k + " DELETED FROM THE TREE");
      }
   }
   public BSTNode delete(BSTNode root, int k) {
      BSTNode p, p2, n;
      if(root.data == k) {
         BSTNode lt, rt;
         lt = root.left;
         rt = root.right;
         if(lt == null && rt == null) {
            return null;
         } else if(lt == null) {
            p = rt;
            return p;
         } else if(rt == null) {
            p = lt;
            return p;
         } else {
            p2 = rt;
            p = rt;
            while(p.left != null)
               p = p.left;
            p.left = lt;
            return p2;
         }
      }
      if (k < root.data) {
         n = delete(root.left, k);
         root.left = n;
      } else {
         n = delete(root.right, k);
         root.right = n;
      }
      return root;
   }
   public boolean search(int val) {
      return search(root, val);
   }
   private boolean search(BSTNode r, int val) {
      boolean found = false;
      while ((r != null) && !found) {
         int rval = r.data;
         if(val < rval)
            r = r.left;
         else if (val > rval)
            r = r.right;
         else {
            found = true;
            break;
         }
         found = search(r, val);
      }
      return found;
   }
   void printTree(BSTNode node, String prefix) {
      if(node == null)
         return;
      printTree(node.left , " " + prefix);
      System.out.println(prefix + "--" + node.data);
      printTree(node.right , prefix + " ");
   }
   public static void main(String args[]) {
      Scanner sc = new Scanner(System.in);
      BST bst = new BST();
      root = bst.insert(root, 55);
      root = bst.insert(root, 20);
      root = bst.insert(root, 90);
      root = bst.insert(root, 80);
      root = bst.insert(root, 50);
      root = bst.insert(root, 35);
      root = bst.insert(root, 15);
      root = bst.insert(root, 65);
      bst.printTree(root, " ");
      bst.delete(55);
      System.out.println("Element found = " + bst.search(80));
      System.out.println("Is Tree Empty? " + bst.isEmpty());
   }
}

输出

--15
  --20--35
   --50
 --55
    --65
   --80
  --90
55 DELETED FROM THE TREE
Element found = true
Is Tree Empty? false

class Node:
   def __init__(self, data):
     self.left = None
     self.right = None
     self.data = data

# Insert method to create nodes
   def insert(self, data):
     if self.data:
       if data < self.data:
         if self.left is None:
            self.left = Node(data)
         else:
            self.left.insert(data)
       elif data > self.data:
         if self.right is None:
            self.right = Node(data)
         else:
            self.right.insert(data)
       else:
         self.data = data

# search method to compare the value with nodes
   def search(self, key):
     if key < self.data:
       if self.left is None:
         return str(key)+" Not Found"
       return self.left.search(key)
     elif key > self.data:
       if self.right is None:
         return str(key)+" Not Found"
       return self.right.search(key)
     else:
       print(str(self.data) + ' is found')

# Print the tree
   def Inorder(self):
     if self.left:
       self.left.Inorder()
     print(self.data)
     if self.right:
       self.right.Inorder()

# Print the tree
   def Preorder(self):
     print(self.data)
     if self.left:
       self.left.Preorder()
     if self.right:
       self.right.Preorder()

# Print the tree
   def Postorder(self):
     if self.left:
       self.left.Postorder()
     if self.right:
       self.right.Postorder()
     print(self.data)

root = Node(54)
root.insert(34)
root.insert(46)
root.insert(12)
root.insert(23)
root.insert(5)
print("Preorder Traversal of Binary Search Tree: ")
root.Preorder()
print("Inorder Traversal of Binary Search Tree: ")
root.Inorder()
print("Postorder Traversal of Binary Search Tree: ")
root.Postorder()
print(root.search(17))
print(root.search(12))

输出

Preorder Traversal of Binary Search Tree: 
54
34
12
5
23
46
Inorder Traversal of Binary Search Tree: 
5
12
23
34
46
54
Postorder Traversal of Binary Search Tree: 
5
23
12
46
34
54
17 Not Found
12 is found
None

#include <iostream>
struct Node {
   int data;
   struct Node *leftChild;
   struct Node *rightChild;
   int height;
};
int max(int a, int b);
int height(struct Node *N){
   if (N == NULL)
      return 0;
   return N->height;
}
int max(int a, int b){
   return (a > b) ? a : b;
}
struct Node *newNode(int data){
   struct Node *node = (struct Node *) malloc(sizeof(struct Node));
   node->data = data;
   node->leftChild = NULL;
   node->rightChild = NULL;
   node->height = 1;
   return (node);
}
struct Node *rightRotate(struct Node *y){
   struct Node *x = y->leftChild;
   struct Node *T2 = x->rightChild;
   x->rightChild = y;
   y->leftChild = T2;
   y->height = max(height(y->leftChild), height(y->rightChild)) + 1;
   x->height = max(height(x->leftChild), height(x->rightChild)) + 1;
   return x;
}
struct Node *leftRotate(struct Node *x){
   struct Node *y = x->rightChild;
   struct Node *T2 = y->leftChild;
   y->leftChild = x;
   x->rightChild = T2;
   x->height = max(height(x->leftChild), height(x->rightChild)) + 1;
   y->height = max(height(y->leftChild), height(y->rightChild)) + 1;
   return y;
}
int getBalance(struct Node *N){
   if (N == NULL)
      return 0;
   return height(N->leftChild) - height(N->rightChild);
}
struct Node *insertNode(struct Node *node, int data){
   if (node == NULL)
      return (newNode(data));
   if (data < node->data)
      node->leftChild = insertNode(node->leftChild, data);
   else if (data > node->data)
      node->rightChild = insertNode(node->rightChild, data);
   else
      return node;
   node->height = 1 + max(height(node->leftChild),
                     height(node->rightChild));
   int balance = getBalance(node);
   if (balance > 1 && data < node->leftChild->data)
      return rightRotate(node);
   if (balance < -1 && data > node->rightChild->data)
      return leftRotate(node);
   if (balance > 1 && data > node->leftChild->data) {
      node->leftChild = leftRotate(node->leftChild);
      return rightRotate(node);
   }
   if (balance < -1 && data < node->rightChild->data) {
      node->rightChild = rightRotate(node->rightChild);
      return leftRotate(node);
   }
   return node;
}
struct Node *minValueNode(struct Node *node){
   struct Node *current = node;
   while (current->leftChild != NULL)
      current = current->leftChild;
   return current;
}
void printTree(struct Node *root){
   if (root == NULL)
      return;
   if (root != NULL) {
      printTree(root->leftChild);
      printf("%d ", root->data);
      printTree(root->leftChild);
   }
}
int main(){
   struct Node *root = NULL;
   root = insertNode(root, 22);
   root = insertNode(root, 14);
   root = insertNode(root, 72);
   root = insertNode(root, 44);
   root = insertNode(root, 25);
   root = insertNode(root, 63);
   root = insertNode(root, 98);
   printf("AVL Tree: ");
   printTree(root);
   return 0;
}

输出

AVL Tree: 14 22 14 44 14 22 14 

import java.util.*;
import java.io.*;
class Node {
   int key, height;
   Node left, right;
   Node (int d) {
      key = d;
      height = 1;
   }
}
public class AVLTree {
   Node root;
   int height (Node N) {
      if (N == null)
         return 0;
      return N.height;
   }
   int max (int a, int b) {
      return (a > b) ? a : b;
   }
   Node rightRotate (Node y) {
      Node x = y.left;
      Node T2 = x.right;
      x.right = y;
      y.left = T2;
      y.height = max (height (y.left), height (y.right)) + 1;
      x.height = max (height (x.left), height (x.right)) + 1;
      return x;
   }
   Node leftRotate (Node x) {
      Node y = x.right;
      Node T2 = y.left;
      y.left = x;
      x.right = T2;
      x.height = max (height (x.left), height (x.right)) + 1;
      y.height = max (height (y.left), height (y.right)) + 1;
      return y;
   }
   int getBalance (Node N) {
      if (N == null)
         return 0;
      return height (N.left) - height (N.right);
   }
   Node insert (Node node, int key) {
      if (node == null)
         return (new Node (key));
      if (key < node.key)
         node.left = insert (node.left, key);
      else if (key > node.key)
         node.right = insert (node.right, key);
      else
         return node;
      node.height = 1 + max (height (node.left), height (node.right));
      int balance = getBalance (node);
      if (balance > 1 && key < node.left.key)
         return rightRotate (node);
      if (balance < -1 && key > node.right.key)
         return leftRotate (node);
      if (balance > 1 && key > node.left.key) {
         node.left = leftRotate (node.left);
         return rightRotate (node);
      }
      if (balance < -1 && key < node.right.key) {
         node.right = rightRotate (node.right);
         return leftRotate (node);
      }
      return node;
   }
   void printTree(Node root){
   if (root == null)
      return;
   if (root != null) {
      printTree(root.left);
      System.out.print(root.key + " ");
      printTree(root.left);
   }
}
   public static void main(String args[]) {
      AVLTree tree = new AVLTree();

      tree.root = tree.insert(tree.root, 10); 
      tree.root = tree.insert(tree.root, 11); 
      tree.root = tree.insert(tree.root, 12); 
      tree.root = tree.insert(tree.root, 13); 
      tree.root = tree.insert(tree.root, 14); 
      tree.root = tree.insert(tree.root, 15); 
      System.out.println("AVL Tree: ");
      tree.printTree(tree.root);

   }
}

输出

AVL Tree: 
10 11 10 13 10 11 10

class Node(object):
   def __init__(self, data):
      self.data = data
      self.left = None
      self.right = None
      self.height = 1
class AVLTree(object):
   def insert(self, root, key):
      if not root:
         return Node(key)
      elif key < root.data:
         root.left = self.insert(root.left, key)
      else:
         root.right = self.insert(root.right, key)
      root.h = 1 + max(self.getHeight(root.left),
         self.getHeight(root.right))
      b = self.getBalance(root)
      if b > 1 and key < root.left.data:
         return self.rightRotate(root)
      if b < -1 and key > root.right.data:
         return self.leftRotate(root)
      if b > 1 and key > root.left.data:
         root.left = self.lefttRotate(root.left)
         return self.rightRotate(root)
      if b < -1 and key < root.right.data:
         root.right = self.rightRotate(root.right)
         return self.leftRotate(root)
      return root
   def leftRotate(self, z):
      y = z.right
      T2 = y.left
      y.left = z
      z.right = T2
      z.height = 1 + max(self.getHeight(z.left),
         self.getHeight(z.right))
      y.height = 1 + max(self.getHeight(y.left),
         self.getHeight(y.right))
      return y
   def rightRotate(self, z):
      y = z.left
      T3 = y.right
      y.right = z
      z.left = T3
      z.height = 1 + max(self.getHeight(z.left),
         self.getHeight(z.right))
      y.height = 1 + max(self.getHeight(y.left),
         self.getHeight(y.right))
      return y
   def getHeight(self, root):
      if not root:
         return 0
      return root.height
   def getBalance(self, root):
      if not root:
         return 0
      return self.getHeight(root.left) - self.getHeight(root.right)
   def Inorder(self, root):
      if root.left:
         self.Inorder(root.left)
      print(root.data)
      if root.right:
         self.Inorder(root.right)
Tree = AVLTree()
root = None

root = Tree.insert(root, 10)
root = Tree.insert(root, 13)
root = Tree.insert(root, 11)
root = Tree.insert(root, 14)
root = Tree.insert(root, 12)
root = Tree.insert(root, 15)

# Inorder Traversal
print("Inorder traversal of the AVL tree is")
Tree.Inorder(root)

输出

Inorder traversal of the AVL tree is
10
11
12
13
14
15

#include <iostream>
struct Node {
   int data;
   struct Node *leftChild;
   struct Node *rightChild;
   int height;
};
int max(int a, int b);
int height(struct Node *N){
   if (N == NULL)
      return 0;
   return N->height;
}
int max(int a, int b){
   return (a > b) ? a : b;
}
struct Node *newNode(int data){
   struct Node *node = (struct Node *) malloc(sizeof(struct Node));
   node->data = data;
   node->leftChild = NULL;
   node->rightChild = NULL;
   node->height = 1;
   return (node);
}
struct Node *rightRotate(struct Node *y){
   struct Node *x = y->leftChild;
   struct Node *T2 = x->rightChild;
   x->rightChild = y;
   y->leftChild = T2;
   y->height = max(height(y->leftChild), height(y->rightChild)) + 1;
   x->height = max(height(x->leftChild), height(x->rightChild)) + 1;
   return x;
}
struct Node *leftRotate(struct Node *x){
   struct Node *y = x->rightChild;
   struct Node *T2 = y->leftChild;
   y->leftChild = x;
   x->rightChild = T2;
   x->height = max(height(x->leftChild), height(x->rightChild)) + 1;
   y->height = max(height(y->leftChild), height(y->rightChild)) + 1;
   return y;
}
int getBalance(struct Node *N){
   if (N == NULL)
      return 0;
   return height(N->leftChild) - height(N->rightChild);
}
struct Node *insertNode(struct Node *node, int data){
   if (node == NULL)
      return (newNode(data));
   if (data < node->data)
      node->leftChild = insertNode(node->leftChild, data);
   else if (data > node->data)
      node->rightChild = insertNode(node->rightChild, data);
   else
      return node;
   node->height = 1 + max(height(node->leftChild),
                     height(node->rightChild));
   int balance = getBalance(node);
   if (balance > 1 && data < node->leftChild->data)
      return rightRotate(node);
   if (balance < -1 && data > node->rightChild->data)
      return leftRotate(node);
   if (balance > 1 && data > node->leftChild->data) {
      node->leftChild = leftRotate(node->leftChild);
      return rightRotate(node);
   }
   if (balance < -1 && data < node->rightChild->data) {
      node->rightChild = rightRotate(node->rightChild);
      return leftRotate(node);
   }
   return node;
}
struct Node *minValueNode(struct Node *node){
   struct Node *current = node;
   while (current->leftChild != NULL)
      current = current->leftChild;
   return current;
}
struct Node *deleteNode(struct Node *root, int data){
   if (root == NULL)
      return root;
   if (data < root->data)
      root->leftChild = deleteNode(root->leftChild, data);
   else if (data > root->data)
      root->rightChild = deleteNode(root->rightChild, data);
   else {
      if ((root->leftChild == NULL) || (root->rightChild == NULL)) {
         struct Node *temp = root->leftChild ? root->leftChild : root->rightChild;
         if (temp == NULL) {
            temp = root;
            root = NULL;
         } else
            *root = *temp;
         free(temp);
      } else {
         struct Node *temp = minValueNode(root->rightChild);
         root->data = temp->data;
         root->rightChild = deleteNode(root->rightChild, temp->data);
      }
   }
   if (root == NULL)
      return root;
   root->height = 1 + max(height(root->leftChild),
                     height(root->rightChild));
   int balance = getBalance(root);
   if (balance > 1 && getBalance(root->leftChild) >= 0)
      return rightRotate(root);
   if (balance > 1 && getBalance(root->leftChild) < 0) {
      root->leftChild = leftRotate(root->leftChild);
      return rightRotate(root);
   }
   if (balance < -1 && getBalance(root->rightChild) <= 0)
      return leftRotate(root);
   if (balance < -1 && getBalance(root->rightChild) > 0) {
      root->rightChild = rightRotate(root->rightChild);
      return leftRotate(root);
   }
   return root;
}

// Print the tree
void printTree(struct Node *root){
   if (root != NULL) {
      printTree(root->leftChild);
      printf("%d ", root->data);
      printTree(root->rightChild);
   }
}
int main(){
   struct Node *root = NULL;
   root = insertNode(root, 22);
   root = insertNode(root, 14);
   root = insertNode(root, 72);
   root = insertNode(root, 44);
   root = insertNode(root, 25);
   root = insertNode(root, 63);
   root = insertNode(root, 98);
   printf("AVL Tree: ");
   printTree(root);
   root = deleteNode(root, 25);
   printf("\nAfter deletion: ");
   printTree(root);
   return 0;
}

输出

AVL Tree: 14 22 25 44 63 72 98 
After deletion: 14 22 44 63 72 98 

import java.util.*;
import java.io.*;
class Node {
   int key, height;
   Node left, right;
   Node (int d) {
      key = d;
      height = 1;
   }
}
public class AVLTree {
   Node root;
   int height (Node N) {
      if (N == null)
         return 0;
      return N.height;
   }
   int max (int a, int b) {
      return (a > b) ? a : b;
   }
   Node rightRotate (Node y) {
      Node x = y.left;
      Node T2 = x.right;
      x.right = y;
      y.left = T2;
      y.height = max (height (y.left), height (y.right)) + 1;
      x.height = max (height (x.left), height (x.right)) + 1;
      return x;
   }
   Node leftRotate (Node x) {
      Node y = x.right;
      Node T2 = y.left;
      y.left = x;
      x.right = T2;
      x.height = max (height (x.left), height (x.right)) + 1;
      y.height = max (height (y.left), height (y.right)) + 1;
      return y;
   }
   int getBalance (Node N) {
      if (N == null)
         return 0;
      return height (N.left) - height (N.right);
   }
   Node minValueNode (Node node) {
      Node current = node;
      while (current.left != null)
         current = current.left;
      return current;
   }
   Node deleteNode (Node root, int key) {
      if (root == null)
         return root;
      if (key < root.key)
         root.left = deleteNode (root.left, key);
      else if (key > root.key)
         root.right = deleteNode (root.right, key);
      else {
         if ((root.left == null) || (root.right == null)) {
            Node temp = null;
            if (temp == root.left)
               temp = root.right;
            else
               temp = root.left;
            if (temp == null) {
               temp = root;
               root = null;
            } else
               root = temp;
         } else {
            Node temp = minValueNode (root.right);
            root.key = temp.key;
            root.right = deleteNode (root.right, temp.key);
         }
      }
      if (root == null)
         return root;
      root.height = max (height (root.left), height (root.right)) + 1;
      int balance = getBalance (root);
      if (balance > 1 && getBalance (root.left) >= 0)
         return rightRotate (root);
      if (balance > 1 && getBalance (root.left) < 0) {
         root.left = leftRotate (root.left);
         return rightRotate (root);
      }
      if (balance < -1 && getBalance (root.right) <= 0)
         return leftRotate (root);
      if (balance < -1 && getBalance (root.right) > 0) {
         root.right = rightRotate (root.right);
         return leftRotate (root);
      }
      return root;
   }
   public void printTree(Node root) {
      if (root == null) return;
      printTree(root.left);
      System.out.print(root.key + " ");
      printTree(root.right);
   }
   public static void main (String[]args) {
      AVLTree tree = new AVLTree();
      tree.root = new Node(13);
      tree.root.left = new Node(12);
      tree.root.left.left = new Node(11);
      tree.root.left.left.left = new Node(10);
      tree.root.right = new Node(14);
      tree.root.right.right = new Node(15);
      System.out.println("The AVL Tree is: ");
      tree.printTree(tree.root);
      tree.root = tree.deleteNode (tree.root, 10);
      System.out.println("\n----------------------------------------------\n");
      System.out.println("The AVL Tree after deleting 10 is: ");
      tree.printTree(tree.root);
      System.out.println ("");
   }
}

输出

The AVL Tree is: 
10 11 12 13 14 15 
----------------------------------------------

The AVL Tree after deleting 10 is: 
11 12 13 14 15 

class Node(object):
   def __init__(self, data):
      self.data = data
      self.left = None
      self.right = None
      self.height = 1
class AVLTree(object):
   def insert(self, root, key):
      if not root:
         return Node(key)
      elif key < root.data:
         root.left = self.insert(root.left, key)
      else:
         root.right = self.insert(root.right, key)
      root.h = 1 + max(self.getHeight(root.left),
         self.getHeight(root.right))
      b = self.getBalance(root)
      if b > 1 and key < root.left.data:
         return self.rightRotate(root)
      if b < -1 and key > root.right.data:
         return self.leftRotate(root)
      if b > 1 and key > root.left.data:
         root.left = self.lefttRotate(root.left)
         return self.rightRotate(root)
      if b < -1 and key < root.right.data:
          root.right = self.rightRotate(root.right)
          return self.leftRotate(root)
      return root
   def delete(self, root, key):
      if not root:
         return root
      elif key < root.data:
         root.left = self.delete(root.left, key)
      elif key > root.data:
         root.right = self.delete(root.right, key)
      else:
         if root.left is None:
            temp = root.right
            root = None
            return temp
         elif root.right is None:
            temp = root.left
            root = None
            return temp
         temp = self.getMindataueNode(root.right)
         root.data = temp.data
         root.right = self.delete(root.right, temp.data)
      if root is None:
         return root
      root.height = 1 + max(self.getHeight(root.left), self.getHeight(root.right))
      balance = self.getBalance(root)
      if balance > 1 and self.getBalance(root.left) >= 0:
         return self.rightRotate(root)
      if balance < -1 and self.getBalance(root.right) <= 0:
         return self.leftRotate(root)
      if balance > 1 and self.getBalance(root.left) < 0:
         root.left = self.leftRotate(root.left)
         return self.rightRotate(root)
      if balance < -1 and self.getBalance(root.right) > 0:
         root.right = self.rightRotate(root.right)
         return self.leftRotate(root)
      return root
   def leftRotate(self, z):
      y = z.right
      T2 = y.left
      y.left = z
      z.right = T2
      z.height = 1 + max(self.getHeight(z.left),
         self.getHeight(z.right))
      y.height = 1 + max(self.getHeight(y.left),
         self.getHeight(y.right))
      return y
   def rightRotate(self, z):
      y = z.left
      T3 = y.right
      y.right = z
      z.left = T3
      z.height = 1 + max(self.getHeight(z.left),
         self.getHeight(z.right))
      y.height = 1 + max(self.getHeight(y.left),
         self.getHeight(y.right))
      return y
   def getHeight(self, root):
      if not root:
         return 0
      return root.height
   def getBalance(self, root):
      if not root:
         return 0
      return self.getHeight(root.left) - self.getHeight(root.right)
   def Inorder(self, root):
      if root.left:
         self.Inorder(root.left)
      print(root.data)
      if root.right:
         self.Inorder(root.right)

Tree = AVLTree()
root = None
root = Tree.insert(root, 10)
root = Tree.insert(root, 13)
root = Tree.insert(root, 11)
root = Tree.insert(root, 14)
root = Tree.insert(root, 12)
root = Tree.insert(root, 15)

# Inorder Traversal
print("Inorder traversal of the AVL tree is")
Tree.Inorder(root)
root = Tree.delete(root, 14)
print("Inorder traversal of the modified AVL tree is")
Tree.Inorder(root)

输出

Inorder traversal of the AVL tree is
10
11
12
13
14
15
Inorder traversal of the modified AVL tree is
10
11
12
13
15

#include <iostream>
struct Node {
   int data;
   struct Node *leftChild;
   struct Node *rightChild;
   int height;
};
int max(int a, int b);
int height(struct Node *N){
   if (N == NULL)
      return 0;
   return N->height;
}
int max(int a, int b){
   return (a > b) ? a : b;
}
struct Node *newNode(int data){
   struct Node *node = (struct Node *) malloc(sizeof(struct Node));
   node->data = data;
   node->leftChild = NULL;
   node->rightChild = NULL;
   node->height = 1;
   return (node);
}
struct Node *rightRotate(struct Node *y){
   struct Node *x = y->leftChild;
   struct Node *T2 = x->rightChild;
   x->rightChild = y;
   y->leftChild = T2;
   y->height = max(height(y->leftChild), height(y->rightChild)) + 1;
   x->height = max(height(x->leftChild), height(x->rightChild)) + 1;
   return x;
}
struct Node *leftRotate(struct Node *x){
   struct Node *y = x->rightChild;
   struct Node *T2 = y->leftChild;
   y->leftChild = x;
   x->rightChild = T2;
   x->height = max(height(x->leftChild), height(x->rightChild)) + 1;
   y->height = max(height(y->leftChild), height(y->rightChild)) + 1;
   return y;
}
int getBalance(struct Node *N){
   if (N == NULL)
      return 0;
   return height(N->leftChild) - height(N->rightChild);
}
struct Node *insertNode(struct Node *node, int data){
   if (node == NULL)
      return (newNode(data));
   if (data < node->data)
      node->leftChild = insertNode(node->leftChild, data);
   else if (data > node->data)
      node->rightChild = insertNode(node->rightChild, data);
   else
      return node;
   node->height = 1 + max(height(node->leftChild),
                     height(node->rightChild));
   int balance = getBalance(node);
   if (balance > 1 && data < node->leftChild->data)
      return rightRotate(node);
   if (balance < -1 && data > node->rightChild->data)
      return leftRotate(node);
   if (balance > 1 && data > node->leftChild->data) {
      node->leftChild = leftRotate(node->leftChild);
      return rightRotate(node);
   }
   if (balance < -1 && data < node->rightChild->data) {
      node->rightChild = rightRotate(node->rightChild);
      return leftRotate(node);
   }
   return node;
}
struct Node *minValueNode(struct Node *node){
   struct Node *current = node;
   while (current->leftChild != NULL)
      current = current->leftChild;
   return current;
}
struct Node *deleteNode(struct Node *root, int data){
   if (root == NULL)
      return root;
   if (data < root->data)
      root->leftChild = deleteNode(root->leftChild, data);
   else if (data > root->data)
      root->rightChild = deleteNode(root->rightChild, data);
   else {
      if ((root->leftChild == NULL) || (root->rightChild == NULL)) {
         struct Node *temp = root->leftChild ? root->leftChild : root->rightChild;
         if (temp == NULL) {
            temp = root;
            root = NULL;
         } else
            *root = *temp;
         free(temp);
      } else {
         struct Node *temp = minValueNode(root->rightChild);
         root->data = temp->data;
         root->rightChild = deleteNode(root->rightChild, temp->data);
      }
   }
   if (root == NULL)
      return root;
   root->height = 1 + max(height(root->leftChild),
                     height(root->rightChild));
   int balance = getBalance(root);
   if (balance > 1 && getBalance(root->leftChild) >= 0)
      return rightRotate(root);
   if (balance > 1 && getBalance(root->leftChild) < 0) {
      root->leftChild = leftRotate(root->leftChild);
      return rightRotate(root);
   }
   if (balance < -1 && getBalance(root->rightChild) <= 0)
      return leftRotate(root);
   if (balance < -1 && getBalance(root->rightChild) > 0) {
      root->rightChild = rightRotate(root->rightChild);
      return leftRotate(root);
   }
   return root;
}

// Print the tree
void printTree(struct Node *root){
   if (root != NULL) {
      printTree(root->leftChild);
      printf("%d ", root->data);
      printTree(root->rightChild);
   }
}
int main(){
   struct Node *root = NULL;
   root = insertNode(root, 22);
   root = insertNode(root, 14);
   root = insertNode(root, 72);
   root = insertNode(root, 44);
   root = insertNode(root, 25);
   root = insertNode(root, 63);
   root = insertNode(root, 98);
   printf("AVL Tree: ");
   printTree(root);
   root = deleteNode(root, 25);
   printf("\nAfter deletion: ");
   printTree(root);
   return 0;
}

输出

AVL Tree: 14 22 25 44 63 72 98 
After deletion: 14 22 44 63 72 98 

import java.util.*;
import java.io.*;
class Node {
   int key, height;
   Node left, right;
   Node (int d) {
      key = d;
      height = 1;
   }
}
public class AVLTree {
   Node root;
   int height (Node N) {
      if (N == null)
         return 0;
      return N.height;
   }
   int max (int a, int b) {
      return (a > b) ? a : b;
   }
   Node rightRotate (Node y) {
      Node x = y.left;
      Node T2 = x.right;
      x.right = y;
      y.left = T2;
      y.height = max (height (y.left), height (y.right)) + 1;
      x.height = max (height (x.left), height (x.right)) + 1;
      return x;
   }
   Node leftRotate (Node x) {
      Node y = x.right;
      Node T2 = y.left;
      y.left = x;
      x.right = T2;
      x.height = max (height (x.left), height (x.right)) + 1;
      y.height = max (height (y.left), height (y.right)) + 1;
      return y;
   }
   int getBalance (Node N) {
      if (N == null)
         return 0;
      return height (N.left) - height (N.right);
   }
   Node insert (Node node, int key) {
      if (node == null)
         return (new Node (key));
      if (key < node.key)
         node.left = insert (node.left, key);
      else if (key > node.key)
         node.right = insert (node.right, key);
      else
         return node;
      node.height = 1 + max (height (node.left), height (node.right));
      int balance = getBalance (node);
      if (balance > 1 && key < node.left.key)
         return rightRotate (node);
      if (balance < -1 && key > node.right.key)
         return leftRotate (node);
      if (balance > 1 && key > node.left.key) {
         node.left = leftRotate (node.left);
         return rightRotate (node);
      }
      if (balance < -1 && key < node.right.key) {
         node.right = rightRotate (node.right);
         return leftRotate (node);
      }
      return node;
   }
   Node minValueNode (Node node) {
      Node current = node;
      while (current.left != null)
         current = current.left;
      return current;
   }
   Node deleteNode (Node root, int key) {
      if (root == null)
         return root;
      if (key < root.key)
         root.left = deleteNode (root.left, key);
      else if (key > root.key)
         root.right = deleteNode (root.right, key);
      else {
         if ((root.left == null) || (root.right == null)) {
            Node temp = null;
            if (temp == root.left)
               temp = root.right;
            else
               temp = root.left;
            if (temp == null) {
               temp = root;
               root = null;
            } else
               root = temp;
         } else {
            Node temp = minValueNode (root.right);
            root.key = temp.key;
            root.right = deleteNode (root.right, temp.key);
         }
      }
      if (root == null)
         return root;
      root.height = max (height (root.left), height (root.right)) + 1;
      int balance = getBalance (root);
      if (balance > 1 && getBalance (root.left) >= 0)
         return rightRotate (root);
      if (balance > 1 && getBalance (root.left) < 0) {
         root.left = leftRotate (root.left);
         return rightRotate (root);
      }
      if (balance < -1 && getBalance (root.right) <= 0)
         return leftRotate (root);
      if (balance < -1 && getBalance (root.right) > 0) {
         root.right = rightRotate (root.right);
         return leftRotate (root);
      }
      return root;
   }
   public void printTree(Node root) {
      if (root == null) return;
      printTree(root.left);
      System.out.println(root.key);
      printTree(root.right);
   }
   public static void main (String[]args) {
      AVLTree tree = new AVLTree();
      tree.root = tree.insert (tree.root, 10);
      tree.root = tree.insert (tree.root, 11);
      tree.root = tree.insert (tree.root, 12);
      tree.root = tree.insert (tree.root, 13);
      tree.root = tree.insert (tree.root, 14);
      tree.root = tree.insert (tree.root, 15);
      System.out.println("The AVL Tree is: ");
      tree.printTree(tree.root);
      tree.root = tree.deleteNode (tree.root, 10);
      System.out.println("\n----------------------------------------------\n");
      System.out.println("The AVL Tree after deleting 10 is: ");
      tree.printTree(tree.root);
      System.out.println ("");
   }
}

输出

The AVL Tree is:
10
11
12
13
14
15
----------------------------------------------
The AVL Tree after deleting 10 is:
11
12
13
14
15

class Node(object):
   def __init__(self, data):
      self.data = data
      self.left = None
      self.right = None
      self.height = 1
class AVLTree(object):
   def insert(self, root, key):
      if not root:
         return Node(key)
      elif key < root.data:
         root.left = self.insert(root.left, key)
      else:
         root.right = self.insert(root.right, key)
      root.h = 1 + max(self.getHeight(root.left),
         self.getHeight(root.right))
      b = self.getBalance(root)
      if b > 1 and key < root.left.data:
         return self.rightRotate(root)
      if b < -1 and key > root.right.data:
         return self.leftRotate(root)
      if b > 1 and key > root.left.data:
         root.left = self.lefttRotate(root.left)
         return self.rightRotate(root)
      if b < -1 and key < root.right.data:
         root.right = self.rightRotate(root.right)
         return self.leftRotate(root)
      return root
   def delete(self, root, key):
      if not root:
         return root
      elif key < root.data:
         root.left = self.delete(root.left, key)
      elif key > root.data:
         root.right = self.delete(root.right, key)
      else:
         if root.left is None:
            temp = root.right
            root = None
            return temp
         elif root.right is None:
            temp = root.left
            root = None
            return temp
         temp = self.getMindataueNode(root.right)
         root.data = temp.data
         root.right = self.delete(root.right, temp.data)

      if root is None:
         return root
      root.height = 1 + max(self.getHeight(root.left), self.getHeight(root.right))
      balance = self.getBalance(root)
      if balance > 1 and self.getBalance(root.left) >= 0:
         return self.rightRotate(root)
      if balance < -1 and self.getBalance(root.right) <= 0:
         return self.leftRotate(root)
      if balance > 1 and self.getBalance(root.left) < 0:
         root.left = self.leftRotate(root.left)
         return self.rightRotate(root)
      if balance < -1 and self.getBalance(root.right) > 0:
         root.right = self.rightRotate(root.right)
         return self.leftRotate(root)
      return root
   def leftRotate(self, z):
      y = z.right
      T2 = y.left
      y.left = z
      z.right = T2
      z.height = 1 + max(self.getHeight(z.left),
         self.getHeight(z.right))
      y.height = 1 + max(self.getHeight(y.left),
         self.getHeight(y.right))
      return y
   def rightRotate(self, z):
      y = z.left
      T3 = y.right
      y.right = z
      z.left = T3
      z.height = 1 + max(self.getHeight(z.left),
         self.getHeight(z.right))
      y.height = 1 + max(self.getHeight(y.left),
         self.getHeight(y.right))
      return y
   def getHeight(self, root):
      if not root:
         return 0
      return root.height
   def getBalance(self, root):
      if not root:
         return 0
      return self.getHeight(root.left) - self.getHeight(root.right)
   def Inorder(self, root):
      if root.left:
         self.Inorder(root.left)
      print(root.data)
      if root.right:
         self.Inorder(root.right)
Tree = AVLTree()
root = None
root = Tree.insert(root, 10)
root = Tree.insert(root, 13)
root = Tree.insert(root, 11)
root = Tree.insert(root, 14)
root = Tree.insert(root, 12)
root = Tree.insert(root, 15)

# Inorder Traversal
print("Inorder traversal of the AVL tree is")
Tree.Inorder(root)
root = Tree.delete(root, 14)
print("Inorder traversal of the modified AVL tree is")
Tree.Inorder(root)

输出

Inorder traversal of the AVL tree is
10
11
12
13
14
15
Inorder traversal of the modified AVL tree is
10
11
12
13
15

// C++ program for Red black trees algorithmn
#include <iostream>
using namespace std;
struct Node {
  int data;
  Node *parent;
  Node *left;
  Node *right;
  int color;
};
typedef Node *NodePtr;
class RedBlackTree {
   private:
  NodePtr root;
  NodePtr TNULL;
  void initializeNULLNode(NodePtr node, NodePtr parent) {
    node->data = 0;
    node->parent = parent;
    node->left = nullptr;
    node->right = nullptr;
    node->color = 0;
  }
  // Preorder
  void preOrderHelper(NodePtr node) {
    if (node != TNULL) {
      cout << node->data << " ";
      preOrderHelper(node->left);
      preOrderHelper(node->right);
    }
  }
  // Inorder
  void inOrderHelper(NodePtr node) {
    if (node != TNULL) {
      inOrderHelper(node->left);
      cout << node->data << " ";
      inOrderHelper(node->right);
    }
  }
  // Post order
  void postOrderHelper(NodePtr node) {
    if (node != TNULL) {
      postOrderHelper(node->left);
      postOrderHelper(node->right);
      cout << node->data << " ";
    }
  }
  NodePtr searchTreeHelper(NodePtr node, int key) {
    if (node == TNULL || key == node->data) {
      return node;
    }
    if (key < node->data) {
      return searchTreeHelper(node->left, key);
    }
    return searchTreeHelper(node->right, key);
  }
  // For balancing the tree after deletion
  void deleteFix(NodePtr x) {
    NodePtr s;
    while (x != root && x->color == 0) {
      if (x == x->parent->left) {
        s = x->parent->right;
        if (s->color == 1) {
          s->color = 0;
          x->parent->color = 1;
          leftRotate(x->parent);
          s = x->parent->right;
        }
        if (s->left->color == 0 && s->right->color == 0) {
          s->color = 1;
          x = x->parent;
        } else {
          if (s->right->color == 0) {
            s->left->color = 0;
            s->color = 1;
            rightRotate(s);
            s = x->parent->right;
          }
          s->color = x->parent->color;
          x->parent->color = 0;
          s->right->color = 0;
          leftRotate(x->parent);
          x = root;
        }
      } else {
        s = x->parent->left;
        if (s->color == 1) {
          s->color = 0;
          x->parent->color = 1;
          rightRotate(x->parent);
          s = x->parent->left;
        }
        if (s->right->color == 0 && s->right->color == 0) {
          s->color = 1;
          x = x->parent;
        } else {
          if (s->left->color == 0) {
            s->right->color = 0;
            s->color = 1;
            leftRotate(s);
            s = x->parent->left;
          }
          s->color = x->parent->color;
          x->parent->color = 0;
          s->left->color = 0;
          rightRotate(x->parent);
          x = root;
        }
      }
    }
    x->color = 0;
  }
  void rbTransplant(NodePtr u, NodePtr v) {
    if (u->parent == nullptr) {
      root = v;
    } else if (u == u->parent->left) {
      u->parent->left = v;
    } else {
      u->parent->right = v;
    }
    v->parent = u->parent;
  }
  void deleteNodeHelper(NodePtr node, int key) {
    NodePtr z = TNULL;
    NodePtr x, y;
    while (node != TNULL) {
      if (node->data == key) {
        z = node;
      }
      if (node->data <= key) {
        node = node->right;
      } else {
        node = node->left;
      }
    }
    if (z == TNULL) {
      cout << "Key not found in the tree" << endl;
      return;
    }
    y = z;
    int y_original_color = y->color;
    if (z->left == TNULL) {
      x = z->right;
      rbTransplant(z, z->right);
    } else if (z->right == TNULL) {
      x = z->left;
      rbTransplant(z, z->left);
    } else {
      y = minimum(z->right);
      y_original_color = y->color;
      x = y->right;
      if (y->parent == z) {
        x->parent = y;
      } else {
        rbTransplant(y, y->right);
        y->right = z->right;
        y->right->parent = y;
      }
      rbTransplant(z, y);
      y->left = z->left;
      y->left->parent = y;
      y->color = z->color;
    }
    delete z;
    if (y_original_color == 0) {
      deleteFix(x);
    }
  }
  // For balancing the tree after insertion
  void insertFix(NodePtr k) {
    NodePtr u;
    while (k->parent->color == 1) {
      if (k->parent == k->parent->parent->right) {
        u = k->parent->parent->left;
        if (u->color == 1) {
          u->color = 0;
          k->parent->color = 0;
          k->parent->parent->color = 1;
          k = k->parent->parent;
        } else {
          if (k == k->parent->left) {
            k = k->parent;
            rightRotate(k);
          }
          k->parent->color = 0;
          k->parent->parent->color = 1;
          leftRotate(k->parent->parent);
        }
      } else {
        u = k->parent->parent->right;
        if (u->color == 1) {
          u->color = 0;
          k->parent->color = 0;
          k->parent->parent->color = 1;
          k = k->parent->parent;
        } else {
          if (k == k->parent->right) {
            k = k->parent;
            leftRotate(k);
          }
          k->parent->color = 0;
          k->parent->parent->color = 1;
          rightRotate(k->parent->parent);
        }
      }
      if (k == root) {
        break;
      }
    }
    root->color = 0;
  }
  void printHelper(NodePtr root, string indent, bool last) {
    if (root != TNULL) {
      cout << indent;
      if (last) {
        cout << "R----";
        indent += "   ";
      } else {
        cout << "L----";
        indent += "|  ";
      }
      string sColor = root->color ? "RED" : "BLACK";
      cout << root->data << "(" << sColor << ")" << endl;
      printHelper(root->left, indent, false);
      printHelper(root->right, indent, true);
    }
  }
   public:
  RedBlackTree() {
    TNULL = new Node;
    TNULL->color = 0;
    TNULL->left = nullptr;
    TNULL->right = nullptr;
    root = TNULL;
  }
  void preorder() {
    preOrderHelper(this->root);
  }
  void inorder() {
    inOrderHelper(this->root);
  }
  void postorder() {
    postOrderHelper(this->root);
  }
  NodePtr searchTree(int k) {
    return searchTreeHelper(this->root, k);
  }
  NodePtr minimum(NodePtr node) {
    while (node->left != TNULL) {
      node = node->left;
    }
    return node;
  }
  NodePtr maximum(NodePtr node) {
    while (node->right != TNULL) {
      node = node->right;
    }
    return node;
  }
  NodePtr successor(NodePtr x) {
    if (x->right != TNULL) {
      return minimum(x->right);
    }
    NodePtr y = x->parent;
    while (y != TNULL && x == y->right) {
      x = y;
      y = y->parent;
    }
    return y;
  }
  NodePtr predecessor(NodePtr x) {
    if (x->left != TNULL) {
      return maximum(x->left);
    }
    NodePtr y = x->parent;
    while (y != TNULL && x == y->left) {
      x = y;
      y = y->parent;
    }
    return y;
  }
  void leftRotate(NodePtr x) {
    NodePtr y = x->right;
    x->right = y->left;
    if (y->left != TNULL) {
      y->left->parent = x;
    }
    y->parent = x->parent;
    if (x->parent == nullptr) {
      this->root = y;
    } else if (x == x->parent->left) {
      x->parent->left = y;
    } else {
      x->parent->right = y;
    }
    y->left = x;
    x->parent = y;
  }
  void rightRotate(NodePtr x) {
    NodePtr y = x->left;
    x->left = y->right;
    if (y->right != TNULL) {
      y->right->parent = x;
    }
    y->parent = x->parent;
    if (x->parent == nullptr) {
      this->root = y;
    } else if (x == x->parent->right) {
      x->parent->right = y;
    } else {
      x->parent->left = y;
    }
    y->right = x;
    x->parent = y;
  }
  // Inserting a node
  void insert(int key) {
    NodePtr node = new Node;
    node->parent = nullptr;
    node->data = key;
    node->left = TNULL;
    node->right = TNULL;
    node->color = 1;
    NodePtr y = nullptr;
    NodePtr x = this->root;
    while (x != TNULL) {
      y = x;
      if (node->data < x->data) {
        x = x->left;
      } else {
        x = x->right;
      }
    }
    node->parent = y;
    if (y == nullptr) {
      root = node;
    } else if (node->data < y->data) {
      y->left = node;
    } else {
      y->right = node;
    }
    if (node->parent == nullptr) {
      node->color = 0;
      return;
    }
    if (node->parent->parent == nullptr) {
      return;
    }
    insertFix(node);
  }
  NodePtr getRoot() {
    return this->root;
  }
  void deleteNode(int data) {
    deleteNodeHelper(this->root, data);
  }
  void printTree() {
    if (root) {
      printHelper(this->root, "", true);
    }
  }
};
int main() {
  RedBlackTree V;
    V.insert(24);
    V.insert(33);
    V.insert(42);
    V.insert(51);
    V.insert(60);
    V.insert(40);
    V.insert(22);
  V.printTree();
  cout << endl
     << "After deleting an element" << endl;
  V.deleteNode(40);
  V.printTree();
}

输出

R----33(BLACK)
   L----24(BLACK)
   |  L----22(RED)
   R----51(RED)
      L----42(BLACK)
      |  L----40(RED)
      R----60(BLACK)

After deleting an element
R----33(BLACK)
   L----24(BLACK)
   |  L----22(RED)
   R----51(RED)
      L----42(BLACK)
      R----60(BLACK)

// Implementing Red-Black Tree in Java
class Node {
    int data;
    Node parent;
    Node left;
    Node right;
    int color;
}
public class RedBlackTree {
    private Node root;
    private Node TNULL;

    // Preorder
    private void preOrderHelper(Node node) {
        if (node != TNULL) {
            System.out.print(node.data + " ");
            preOrderHelper(node.left);
            preOrderHelper(node.right);
        }
    }
    // Inorder
    private void inOrderHelper(Node node) {
        if (node != TNULL) {
            inOrderHelper(node.left);
            System.out.print(node.data + " ");
            inOrderHelper(node.right);
        }
    }

    // Post order
    private void postOrderHelper(Node node) {
        if (node != TNULL) {
            postOrderHelper(node.left);
            postOrderHelper(node.right);
            System.out.print(node.data + " ");
        }
    }

    // Search the tree
    private Node searchTreeHelper(Node node, int key) {
        if (node == TNULL || key == node.data) {
            return node;
        }

        if (key < node.data) {
            return searchTreeHelper(node.left, key);
        }
        return searchTreeHelper(node.right, key);
    }

    // Balance the tree after deletion of a node
    private void fixDelete(Node x) {
        Node s;
        while (x != root && x.color == 0) {
            if (x == x.parent.left) {
                s = x.parent.right;
                if (s.color == 1) {
                    s.color = 0;
                    x.parent.color = 1;
                    leftRotate(x.parent);
                    s = x.parent.right;
                }

                if (s.left.color == 0 && s.right.color == 0) {
                    s.color = 1;
                    x = x.parent;
                } else {
                    if (s.right.color == 0) {
                        s.left.color = 0;
                        s.color = 1;
                        rightRotate(s);
                        s = x.parent.right;
                    }

                    s.color = x.parent.color;
                    x.parent.color = 0;
                    s.right.color = 0;
                    leftRotate(x.parent);
                    x = root;
                }
            } else {
                s = x.parent.left;
                if (s.color == 1) {
                    s.color = 0;
                    x.parent.color = 1;
                    rightRotate(x.parent);
                    s = x.parent.left;
                }

                if (s.right.color == 0 && s.right.color == 0) {
                    s.color = 1;
                    x = x.parent;
                } else {
                    if (s.left.color == 0) {
                        s.right.color = 0;
                        s.color = 1;
                        leftRotate(s);
                        s = x.parent.left;
                    }

                    s.color = x.parent.color;
                    x.parent.color = 0;
                    s.left.color = 0;
                    rightRotate(x.parent);
                    x = root;
                }
            }
        }
        x.color = 0;
    }

    private void rbTransplant(Node u, Node v) {
        if (u.parent == null) {
            root = v;
        } else if (u == u.parent.left) {
            u.parent.left = v;
        } else {
            u.parent.right = v;
        }
        v.parent = u.parent;
    }

    private void deleteNodeHelper(Node node, int key) {
        Node z = TNULL;
        Node x, y;
        while (node != TNULL) {
            if (node.data == key) {
                z = node;
            }

            if (node.data <= key) {
                node = node.right;
            } else {
                node = node.left;
            }
        }

        if (z == TNULL) {
            System.out.println("Couldn't find key in the tree");
            return;
        }

        y = z;
        int yOriginalColor = y.color;
        if (z.left == TNULL) {
            x = z.right;
            rbTransplant(z, z.right);
        } else if (z.right == TNULL) {
            x = z.left;
            rbTransplant(z, z.left);
        } else {
            y = minimum(z.right);
            yOriginalColor = y.color;
            x = y.right;
            if (y.parent == z) {
                x.parent = y;
            } else {
                rbTransplant(y, y.right);
                y.right = z.right;
                y.right.parent = y;
            }

            rbTransplant(z, y);
            y.left = z.left;
            y.left.parent = y;
            y.color = z.color;
        }
        if (yOriginalColor == 0) {
            fixDelete(x);
        }
    }

    // Balance the node after insertion
    private void fixInsert(Node k) {
        Node u;
        while (k.parent.color == 1) {
            if (k.parent == k.parent.parent.right) {
                u = k.parent.parent.left;
                if (u.color == 1) {
                    u.color = 0;
                    k.parent.color = 0;
                    k.parent.parent.color = 1;
                    k = k.parent.parent;
                } else {
                    if (k == k.parent.left) {
                        k = k.parent;
                        rightRotate(k);
                    }
                    k.parent.color = 0;
                    k.parent.parent.color = 1;
                    leftRotate(k.parent.parent);
                }
            } else {
                u = k.parent.parent.right;

                if (u.color == 1) {
                    u.color = 0;
                    k.parent.color = 0;
                    k.parent.parent.color = 1;
                    k = k.parent.parent;
                } else {
                    if (k == k.parent.right) {
                        k = k.parent;
                        leftRotate(k);
                    }
                    k.parent.color = 0;
                    k.parent.parent.color = 1;
                    rightRotate(k.parent.parent);
                }
            }
            if (k == root) {
                break;
            }
        }
        root.color = 0;
    }

    private void printHelper(Node root, String indent, boolean last) {
        if (root != TNULL) {
            System.out.print(indent);
            if (last) {
                System.out.print("R----");
                indent += "   ";
            } else {
                System.out.print("L----");
                indent += "|  ";
            }

            String sColor = root.color == 1 ? "RED" : "BLACK";
            System.out.println(root.data + "(" + sColor + ")");
            printHelper(root.left, indent, false);
            printHelper(root.right, indent, true);
        }
    }

    public RedBlackTree() {
        TNULL = new Node();
        TNULL.color = 0;
        TNULL.left = null;
        TNULL.right = null;
        root = TNULL;
    }

    public void preorder() {
        preOrderHelper(this.root);
    }

    public void inorder() {
        inOrderHelper(this.root);
    }

    public void postorder() {
        postOrderHelper(this.root);
    }

    public Node searchTree(int k) {
        return searchTreeHelper(this.root, k);
    }

    public Node minimum(Node node) {
        while (node.left != TNULL) {
            node = node.left;
        }
        return node;
    }

    public Node maximum(Node node) {
        while (node.right != TNULL) {
            node = node.right;
        }
        return node;
    }

    public Node successor(Node x) {
        if (x.right != TNULL) {
            return minimum(x.right);
        }

        Node y = x.parent;
        while (y != TNULL && x == y.right) {
            x = y;
            y = y.parent;
        }
        return y;
    }

    public Node predecessor(Node x) {
        if (x.left != TNULL) {
            return maximum(x.left);
        }

        Node y = x.parent;
        while (y != TNULL && x == y.left) {
            x = y;
            y = y.parent;
        }

        return y;
    }

    public void leftRotate(Node x) {
        Node y = x.right;
        x.right = y.left;
        if (y.left != TNULL) {
            y.left.parent = x;
        }
        y.parent = x.parent;
        if (x.parent == null) {
            this.root = y;
        } else if (x == x.parent.left) {
            x.parent.left = y;
        } else {
            x.parent.right = y;
        }
        y.left = x;
        x.parent = y;
    }

    public void rightRotate(Node x) {
        Node y = x.left;
        x.left = y.right;
        if (y.right != TNULL) {
            y.right.parent = x;
        }
        y.parent = x.parent;
        if (x.parent == null) {
            this.root = y;
        } else if (x == x.parent.right) {
            x.parent.right = y;
        } else {
            x.parent.left = y;
        }
        y.right = x;
        x.parent = y;
    }

    public void insert(int key) {
        Node node = new Node();
        node.parent = null;
        node.data = key;
        node.left = TNULL;
        node.right = TNULL;
        node.color = 1;

        Node y = null;
        Node x = this.root;

        while (x != TNULL) {
            y = x;
            if (node.data < x.data) {
                x = x.left;
            } else {
                x = x.right;
            }
        }

        node.parent = y;
        if (y == null) {
            root = node;
        } else if (node.data < y.data) {
            y.left = node;
        } else {
            y.right = node;
        }

        if (node.parent == null) {
            node.color = 0;
            return;
        }

        if (node.parent.parent == null) {
            return;
        }

        fixInsert(node);
    }

    public Node getRoot() {
        return this.root;
    }

    public void deleteNode(int data) {
        deleteNodeHelper(this.root, data);
    }

    public void printTree() {
        printHelper(this.root, "", true);
    }

    public static void main(String[] args) {
        RedBlackTree V = new RedBlackTree();
        V.insert(24);
        V.insert(33);
        V.insert(42);
        V.insert(51);
        V.insert(60);
        V.insert(40);
        V.insert(22);
        V.printTree();

        System.out.println("\nAfter deleting an element:");
        V.deleteNode(40);
        V.printTree();
    }
}

输出

R----33(BLACK)
   L----24(BLACK)
   |  L----22(RED)
R----51(RED)
L----42(BLACK)
|  L----40(RED)
      R----60(BLACK)
After deleting an element:
R----33(BLACK)
L----24(BLACK)
   |  L----22(RED)
R----51(RED)
L----42(BLACK)
R----60(BLACK)

#python program for Red black trees
import sys
# Node creation
class Node():
    def __init__(self, item):
        self.item = item
        self.parent = None
        self.left = None
        self.right = None
        self.color = 1
class RedBlackTree():
    def __init__(self):
        self.TNULL = Node(0)
        self.TNULL.color = 0
        self.TNULL.left = None
        self.TNULL.right = None
        self.root = self.TNULL
    # Preorder
    def pre_order_helper(self, node):
        if node != TNULL:
            sys.stdout.write(node.item + " ")
            self.pre_order_helper(node.left)
            self.pre_order_helper(node.right)
    # Inorder
    def in_order_helper(self, node):
        if node != TNULL:
            self.in_order_helper(node.left)
            sys.stdout.write(node.item + " ")
            self.in_order_helper(node.right)
    # Postorder
    def post_order_helper(self, node):
        if node != TNULL:
            self.post_order_helper(node.left)
            self.post_order_helper(node.right)
            sys.stdout.write(node.item + " ")
    # Search the tree
    def search_tree_helper(self, node, key):
        if node == TNULL or key == node.item:
            return node
        if key < node.item:
            return self.search_tree_helper(node.left, key)
        return self.search_tree_helper(node.right, key)
    # Balancing the tree after deletion
    def delete_fix(self, x):
        while x != self.root and x.color == 0:
            if x == x.parent.left:
                s = x.parent.right
                if s.color == 1:
                    s.color = 0
                    x.parent.color = 1
                    self.left_rotate(x.parent)
                    s = x.parent.right
                if s.left.color == 0 and s.right.color == 0:
                    s.color = 1
                    x = x.parent
                else:
                    if s.right.color == 0:
                        s.left.color = 0
                        s.color = 1
                        self.right_rotate(s)
                        s = x.parent.right
                    s.color = x.parent.color
                    x.parent.color = 0
                    s.right.color = 0
                    self.left_rotate(x.parent)
                    x = self.root
            else:
                s = x.parent.left
                if s.color == 1:
                    s.color = 0
                    x.parent.color = 1
                    self.right_rotate(x.parent)
                    s = x.parent.left

                if s.right.color == 0 and s.right.color == 0:
                    s.color = 1
                    x = x.parent
                else:
                    if s.left.color == 0:
                        s.right.color = 0
                        s.color = 1
                        self.left_rotate(s)
                        s = x.parent.left
                    s.color = x.parent.color
                    x.parent.color = 0
                    s.left.color = 0
                    self.right_rotate(x.parent)
                    x = self.root
        x.color = 0
    def __rb_transplant(self, u, v):
        if u.parent == None:
            self.root = v
        elif u == u.parent.left:
            u.parent.left = v
        else:
            u.parent.right = v
        v.parent = u.parent
    # Node deletion
    def delete_node_helper(self, node, key):
        z = self.TNULL
        while node != self.TNULL:
            if node.item == key:
                z = node
            if node.item <= key:
                node = node.right
            else:
                node = node.left
        if z == self.TNULL:
            print("Cannot find key in the tree")
            return
        y = z
        y_original_color = y.color
        if z.left == self.TNULL:
            x = z.right
            self.__rb_transplant(z, z.right)
        elif (z.right == self.TNULL):
            x = z.left
            self.__rb_transplant(z, z.left)
        else:
            y = self.minimum(z.right)
            y_original_color = y.color
            x = y.right
            if y.parent == z:
                x.parent = y
            else:
                self.__rb_transplant(y, y.right)
                y.right = z.right
                y.right.parent = y
            self.__rb_transplant(z, y)
            y.left = z.left
            y.left.parent = y
            y.color = z.color
        if y_original_color == 0:
            self.delete_fix(x)
    # Balance the tree after insertion
    def fix_insert(self, k):
        while k.parent.color == 1:
            if k.parent == k.parent.parent.right:
                u = k.parent.parent.left
                if u.color == 1:
                    u.color = 0
                    k.parent.color = 0
                    k.parent.parent.color = 1
                    k = k.parent.parent
                else:
                    if k == k.parent.left:
                        k = k.parent
                        self.right_rotate(k)
                    k.parent.color = 0
                    k.parent.parent.color = 1
                    self.left_rotate(k.parent.parent)
            else:
                u = k.parent.parent.right
                if u.color == 1:
                    u.color = 0
                    k.parent.color = 0
                    k.parent.parent.color = 1
                    k = k.parent.parent
                else:
                    if k == k.parent.right:
                        k = k.parent
                        self.left_rotate(k)
                    k.parent.color = 0
                    k.parent.parent.color = 1
                    self.right_rotate(k.parent.parent)
            if k == self.root:
                break
        self.root.color = 0
    # Printing the tree
    def __print_helper(self, node, indent, last):
        if node != self.TNULL:
            sys.stdout.write(indent)
            if last:
                sys.stdout.write("R----")
                indent += "     "
            else:
                sys.stdout.write("L----")
                indent += "|    "
            s_color = "RED" if node.color == 1 else "BLACK"
            print(str(node.item) + "(" + s_color + ")")
            self.__print_helper(node.left, indent, False)
            self.__print_helper(node.right, indent, True)
    def preorder(self):
        self.pre_order_helper(self.root)
    def inorder(self):
        self.in_order_helper(self.root)
    def postorder(self):
        self.post_order_helper(self.root)
    def searchTree(self, k):
        return self.search_tree_helper(self.root, k)
    def minimum(self, node):
        while node.left != self.TNULL:
            node = node.left
        return node
    def maximum(self, node):
        while node.right != self.TNULL:
            node = node.right
        return node
    def successor(self, x):
        if x.right != self.TNULL:
            return self.minimum(x.right)
        y = x.parent
        while y != self.TNULL and x == y.right:
            x = y
            y = y.parent
        return y
    def predecessor(self,  x):
        if (x.left != self.TNULL):
            return self.maximum(x.left)
        y = x.parent
        while y != self.TNULL and x == y.left:
            x = y
            y = y.parent
        return y
    def left_rotate(self, x):
        y = x.right
        x.right = y.left
        if y.left != self.TNULL:
            y.left.parent = x
        y.parent = x.parent
        if x.parent == None:
            self.root = y
        elif x == x.parent.left:
            x.parent.left = y
        else:
            x.parent.right = y
        y.left = x
        x.parent = y
    def right_rotate(self, x):
        y = x.left
        x.left = y.right
        if y.right != self.TNULL:
            y.right.parent = x
        y.parent = x.parent
        if x.parent == None:
            self.root = y
        elif x == x.parent.right:
            x.parent.right = y
        else:
            x.parent.left = y
        y.right = x
        x.parent = y
    def insert(self, key):
        node = Node(key)
        node.parent = None
        node.item = key
        node.left = self.TNULL
        node.right = self.TNULL
        node.color = 1
        y = None
        x = self.root
        while x != self.TNULL:
            y = x
            if node.item < x.item:
                x = x.left
            else:
                x = x.right
        node.parent = y
        if y == None:
            self.root = node
        elif node.item < y.item:
            y.left = node
        else:
            y.right = node
        if node.parent == None:
            node.color = 0
            return
        if node.parent.parent == None:
            return
        self.fix_insert(node)
    def get_root(self):
        return self.root
    def delete_node(self, item):
        self.delete_node_helper(self.root, item)
    def print_tree(self):
        self.__print_helper(self.root, "", True)
if __name__ == "__main__":
    V = RedBlackTree()
    V.insert(24)
    V.insert(33)
    V.insert(42)
    V.insert(51)
    V.insert(60)
    V.insert(40)
    V.insert(22)
    V.print_tree()
    print("\nAfter deleting an element")
    V.delete_node(40)
    V.print_tree()

输出

R----33(BLACK)
     L----24(BLACK)
     |    L----22(RED)
R----51(RED)
          L----42(BLACK)
          |    L----40(RED)
          R----60(BLACK)

After deleting an element
R----33(BLACK)
     L----24(BLACK)
     |    L----22(RED)
     R----51(RED)
          L----42(BLACK)
          R----60(BLACK)

#include<iostream>
using namespace std;
struct BTree {//node declaration
   int *d;
   BTree **child_ptr;
   bool l;
   int n;
}*r = NULL, *np = NULL, *x = NULL;

BTree* init() {//creation of node
   int i;
   np = new BTree;
   np->d = new int[6];//order 6
   np->child_ptr = new BTree *[7];
   np->l = true;
   np->n = 0;
   for (i = 0; i < 7; i++) {
      np->child_ptr[i] = NULL;
   }
   return np;
}

void traverse(BTree *p) { //traverse the tree
   cout<<endl;
   int i;
   for (i = 0; i < p->n; i++) {
      if (p->l == false) {
         traverse(p->child_ptr[i]);
      }
      cout << " " << p->d[i];
   }
   if (p->l == false) {
      traverse(p->child_ptr[i]);
   }
   cout<<endl;
}

void sort(int *p, int n){ //sort the tree
   int i, j, t;
   for (i = 0; i < n; i++) {
      for (j = i; j <= n; j++) {
         if (p[i] >p[j]) {
            t = p[i];
            p[i] = p[j];
            p[j] = t;
         }
      }
   }
}

int split_child(BTree *x, int i) {
   int j, mid;
   BTree *np1, *np3, *y;
   np3 = init();//create new node
   np3->l = true;
   if (i == -1) {
      mid = x->d[2];//find mid
      x->d[2] = 0;
      x->n--;
      np1 = init();
      np1->l= false;
      x->l= true;
      for (j = 3; j < 6; j++) {
         np3->d[j - 3] = x->d[j];
         np3->child_ptr[j - 3] = x->child_ptr[j];
         np3->n++;
         x->d[j] = 0;
         x->n--;
      }
      for (j = 0; j < 6; j++) {
         x->child_ptr[j] = NULL;
      }
      np1->d[0] = mid;
      np1->child_ptr[np1->n] = x;
      np1->child_ptr[np1->n + 1] = np3;
      np1->n++;
      r = np1;
   } else {
      y = x->child_ptr[i];
      mid = y->d[2];
      y->d[2] = 0;
      y->n--;
      for (j = 3; j <6 ; j++) {
         np3->d[j - 3] = y->d[j];
         np3->n++;
         y->d[j] = 0;
         y->n--;
      }
      x->child_ptr[i + 1] = y;
      x->child_ptr[i + 1] = np3;
   }
   return mid;
}

void insert(int a) {
   int i, t;
   x = r;
   if (x == NULL) {
      r = init();
      x = r;
   } else {
      if (x->l== true && x->n == 6) {
         t = split_child(x, -1);
         x = r;
         for (i = 0; i < (x->n); i++) {
            if ((a >x->d[i]) && (a < x->d[i + 1])) {
               i++;
               break;
            } else if (a < x->d[0]) {
               break;
            } else {
               continue;
            }
         }
         x = x->child_ptr[i];
      } else {
         while (x->l == false) {
            for (i = 0; i < (x->n); i++) {
               if ((a >x->d[i]) && (a < x->d[i + 1])) {
                  i++;
                  break;
               } else if (a < x->d[0]) {
                  break;
               } else {
                  continue;
               }
            }
            if ((x->child_ptr[i])->n == 6) {
               t = split_child(x, i);
               x->d[x->n] = t;
               x->n++;
               continue;
            } else {
               x = x->child_ptr[i];
            }
         }
      }
   }
   x->d[x->n] = a;
   sort(x->d, x->n);
   x->n++;
}

int main() {
   int i, n, t;
   insert(10);
   insert(20);
   insert(30);
   insert(40);
   insert(50);
   cout<<"B tree:\n";
   traverse(r);
}

输出

B tree:
10 20 30 40 50

//Java code for B trees 
import java.util.Arrays;
class BTree {
    private int[] d;
    private BTree[] child_ptr;
    private boolean l;
    private int n;
    public BTree() {
        d = new int[6]; // order 6
        child_ptr = new BTree[7];
        l = true;
        n = 0;
        Arrays.fill(child_ptr, null);
    }
    public void traverse() {
        System.out.println("B tree: ");
        for (int i = 0; i < n; i++) {
            if (!l) {
                child_ptr[i].traverse();
            }
            System.out.print(d[i] + " ");
        }
        if (!l) {
            child_ptr[n].traverse();
        }
        System.out.println();
    }
   public void sort() {
        Arrays.sort(d, 0, n);
    }
    public int splitChild(int i) {
        int j, mid;
        BTree np1, np3, y;
        np3 = new BTree();
        np3.l = true;
        if (i == -1) {
            mid = d[2];
            d[2] = 0;
            n--;
            np1 = new BTree();
            np1.l = false;
            l = true;
            for (j = 3; j < 6; j++) {
                np3.d[j - 3] = d[j];
                np3.n++;
                d[j] = 0;
                n--;
            }
            for (j = 0; j < 6; j++) {
                np3.child_ptr[j] = child_ptr[j + 3];
                child_ptr[j + 3] = null;
            }
            np1.d[0] = mid;
            np1.child_ptr[0] = this;
            np1.child_ptr[1] = np3;
            np1.n++;
            return mid;
        } else {
            y = child_ptr[i];
            mid = y.d[2];
            y.d[2] = 0;
            y.n--;
            for (j = 3; j < 6; j++) {
                np3.d[j - 3] = y.d[j];
                np3.n++;
                y.d[j] = 0;
                y.n--;
            }
            child_ptr[i + 1] = y;
            child_ptr[i + 2] = np3;
            return mid;
        }
    }
    public void insert(int a) {
        int i, t;
        BTree x = this;
        if (x.l && x.n == 6) {
            t = x.splitChild(-1);
            x = this;
            for (i = 0; i > x.n; i++) {
                if (a > x.d[i] && a < x.d[i + 1]) {
                    i++;
                    break;
                } else if (a < x.d[0]) {
                    break;
                }
            }
            x = x.child_ptr[i];
        } else {
            while (!x.l) {
                for (i = 0; i < x.n; i++) {
                    if (a > x.d[i] && a < x.d[i + 1]) {
                        i++;
                        break;
                    } else if (a < x.d[0]) {
                        break;
                    }
                }
                if (x.child_ptr[i].n == 6) {
                    t = x.splitChild(i);
                    x.d[x.n] = t;
                    x.n++;
                    continue;
                }
                x = x.child_ptr[i];
            }
        }
        x.d[x.n] = a;
        x.sort();
        x.n++;
    }
}
public class Main {
    public static void main(String[] args) {
        BTree bTree = new BTree();
        bTree.insert(20);
        bTree.insert(10);
        bTree.insert(40);
        bTree.insert(30);
        bTree.insert(50); // Duplicate value, ignored
        //call the traverse method
        bTree.traverse();
    }
}

输出

B tree:
10 20 30 40 50

#python program for B treesa
class BTree:
    def __init__(self):
        #node declartion
        self.d = [0] * 6
        self.child_ptr = [None] * 7
        self.l = True
        self.n = 0

#creation of node
def init():
    np = BTree()
    np.l = True
    np.n = 0
    return np

#traverse the tree 
def traverse(p):
    if p is not None:
        for i in range(p.n):
            if not p.l:
                traverse(p.child_ptr[i])
            print(p.d[i], end=" ")
        if not p.l:
            traverse(p.child_ptr[p.n])
 #sort the tree   
def sort(p, n):
    for i in range(n):
        for j in range(i, n+1):
            if p[i] > p[j]:
                p[i], p[j] = p[j], p[i]

def split_child(x, i):
    np3 = init()
    #create new node
    np3.l = True
    if i == -1:
        mid = x.d[2]
        #find mid
        x.d[2] = 0
        x.n -= 1
        np1 = init()
        np1.l = False
        x.l = True
        for j in range(3, 6):
            np3.d[j-3] = x.d[j]
            np3.child_ptr[j-3] = x.child_ptr[j]
            np3.n += 1
            x.d[j] = 0
            x.n -= 1
        for j in range(6):
            x.child_ptr[j] = None
        np1.d[0] = mid
        np1.child_ptr[np1.n] = x
        np1.child_ptr[np1.n + 1] = np3
        np1.n += 1
        return np1
    else:
        y = x.child_ptr[i]
        mid = y.d[2]
        y.d[2] = 0
        y.n -= 1
        for j in range(3, 6):
            np3.d[j-3] = y.d[j]
            np3.n += 1
            y.d[j] = 0
            y.n -= 1
        x.child_ptr[i + 1] = y
        x.child_ptr[i + 1] = np3
    return mid

def insert(a):
    global r, x
    if r is None:
        r = init()
        x = r
    else:
        if x.l and x.n == 6:
            t = split_child(x, -1)
            x = r
            for i in range(x.n):
                if a > x.d[i] and a < x.d[i + 1]:
                    i += 1
                    break
                elif a < x.d[0]:
                    break
                else:
                    continue
            x = x.child_ptr[i]
        else:
            while not x.l:
                for i in range(x.n):
                    if a > x.d[i] and a < x.d[i + 1]:
                        i += 1
                        break
                    elif a < x.d[0]:
                        break
                    else:
                        continue
                if x.child_ptr[i].n == 6:
                    t = split_child(x, i)
                    x.d[x.n] = t
                    x.n += 1
                    continue
                else:
                    x = x.child_ptr[i]
    x.d[x.n] = a
    sort(x.d, x.n)
    x.n += 1
if __name__ == '__main__':
    r = None
    x = None
    insert(10)
    insert(20)
    insert(30)
    insert(40)
    insert(50)
    print("B tree:")
    traverse(r)

输出

B tree:
 10 20 30 40 50

#include<iostream>
using namespace std;
struct BplusTree {
   int *d;
   BplusTree **child_ptr;
   bool l;
   int n;
}
*r = NULL, *np = NULL, *x = NULL;
BplusTree* init() { //to create nodes 
   int i;
   np = new BplusTree;
   np->d = new int[6];//order 6
   np->child_ptr = new BplusTree *[7];
   np->l = true;
   np->n = 0;
   for (i = 0; i < 7; i++) {
      np->child_ptr[i] = NULL;
   }
   return np;
}

void traverse(BplusTree *p) { //traverse tree 
   cout<<endl;
   int i;
   for (i = 0; i < p->n; i++) {
      if (p->l == false) {
         traverse(p->child_ptr[i]);
      }
      cout << " " << p->d[i];
   }
   if (p->l == false) {
      traverse(p->child_ptr[i]);
   }
   cout<<endl;
}

void sort(int *p, int n) { //sort the tree 
   int i, j, t;
   for (i = 0; i < n; i++) {
      for (j = i; j <= n; j++) {
         if (p[i] >p[j]) {
            t = p[i];
            p[i] = p[j];
            p[j] = t;
         }
      }
   }
}

int split_child(BplusTree *x, int i) {
   int j, mid;
   BplusTree *np1, *np3, *y;
   np3 = init();
   np3->l = true;
   if (i == -1) {
      mid = x->d[2];
      x->d[2] = 0;
      x->n--;
      np1 = init();
      np1->l = false;
      x->l = true;
      for (j = 3; j < 6; j++) {
         np3->d[j - 3] = x->d[j];
         np3->child_ptr[j - 3] = x->child_ptr[j];
         np3->n++;
         x->d[j] = 0;
         x->n--;
      }
      for (j = 0; j < 6; j++) {
         x->child_ptr[j] = NULL;
      }
      np1->d[0] = mid;
      np1->child_ptr[np1->n] = x;
      np1->child_ptr[np1->n + 1] = np3;
      np1->n++;
      r = np1;
   } else {
      y = x->child_ptr[i];
      mid = y->d[2];
      y->d[2] = 0;
      y->n--;
      for (j = 3; j <6 ; j++) {
         np3->d[j - 3] = y->d[j];
         np3->n++;
         y->d[j] = 0;
         y->n--;
      }
      x->child_ptr[i + 1] = y;
      x->child_ptr[i + 1] = np3;
   }
   return mid;
}

void insert(int a) {
   int i, t;
   x = r;
   if (x == NULL) {
      r = init();
      x = r;
   } else {
      if (x->l== true && x->n == 6) {
         t = split_child(x, -1);
         x = r;
         for (i = 0; i < (x->n); i++) {
            if ((a >x->d[i]) && (a < x->d[i + 1])) {
            i++;
            break;
         } else if (a < x->d[0]) {
            break;
         } else {
            continue;
         }
      }
      x = x->child_ptr[i];
   } else {
      while (x->l == false) {
         for (i = 0; i < (x->n); i++) {
            if ((a >x->d[i]) && (a < x->d[i + 1])) {
               i++;
               break;
            } else if (a < x->d[0]) {
               break;
            } else {
               continue;
            }
         }
         if ((x->child_ptr[i])->n == 6) {
            t = split_child(x, i);
            x->d[x->n] = t;
            x->n++;
            continue;
         } else {
            x = x->child_ptr[i];
         }
      }
   }
}
   x->d[x->n] = a;
   sort(x->d, x->n);
   x->n++;
}

int main() {
   int i, n, t;
   insert(10);
   insert(20);
   insert(30);
   insert(40);
   insert(50);
   cout<<"B+ tree:\n";
   traverse(r);
}

输出

B+ tree:
10 20 30 40 50

//Java program for Bplus code
import java.util.*;
class BplusTree {
   int[] d;
   BplusTree[] child_ptr;
   boolean l;
   int n;
}
public class Main {
   static BplusTree r = null, np = null, x = null;
   static BplusTree init() { // to create nodes 
      int i;
      np = new BplusTree();
      np.d = new int[6]; // order 6
      np.child_ptr = new BplusTree[7];
      np.l = true;
      np.n = 0;
      for (i = 0; i < 7; i++) {
         np.child_ptr[i] = null;
      }
      return np;
   }
   static void traverse(BplusTree p) { // traverse tree 
      System.out.println();
      int i;
      for (i = 0; i < p.n; i++) {
         if (p.l == false) {
            traverse(p.child_ptr[i]);
         }
         System.out.print(" " + p.d[i]);
      }
      if (p.l == false) {
         traverse(p.child_ptr[i]);
      }
      System.out.println();
   }
   static void sort(int[] p, int n) { // sort the tree 
      int i, j, t;
      for (i = 0; i < n; i++) {
         for (j = i; j <= n; j++) {
            if (p[i] > p[j]) {
               t = p[i];
               p[i] = p[j];
               p[j] = t;
            }
         }
      }
   }
   static int split_child(BplusTree x, int i) {
      int j, mid;
      BplusTree np1, np3, y;
      np3 = init();
      np3.l = true;
      if (i == -1) {
         mid = x.d[2];
         x.d[2] = 0;
         x.n--;
         np1 = init();
         np1.l = false;
         x.l = true;
         for (j = 3; j < 6; j++) {
            np3.d[j - 3] = x.d[j];
            np3.child_ptr[j - 3] = x.child_ptr[j];
            np3.n++;
            x.d[j] = 0;
            x.n--;
         }
         for (j = 0; j < 6; j++) {
            x.child_ptr[j] = null;
         }
         np1.d[0] = mid;
         np1.child_ptr[np1.n] = x;
         np1.child_ptr[np1.n + 1] = np3;
         np1.n++;
         r = np1;
      } else {
         y = x.child_ptr[i];
         mid = y.d[2];
         y.d[2] = 0;
         y.n--;
         for (j = 3; j < 6; j++) {
            np3.d[j - 3] = y.d[j];
            np3.n++;
            y.d[j] = 0;
            y.n--;
         }
         x.child_ptr[i + 1] = y;
         x.child_ptr[i + 1] = np3;
      }
      return mid;
   }
   static void insert(int a) {
      int i, t;
      x = r;
      if (x == null) {
         r = init();
         x = r;
      } else {
         if (x.l == true && x.n == 6) {
            t = split_child(x, -1);
            x = r;
            for (i = 0; i < x.n; i++) {
               if (a > x.d[i] && a < x.d[i + 1]) {
                  i++;
                  break;
               } else if (a < x.d[0]) {
                  break;
               } else {
                  continue;
               }
            }
            x = x.child_ptr[i];
         } else {
            while (x.l == false) {
               for (i = 0; i < x.n; i++) {
                  if (a > x.d[i] && a < x.d[i + 1]) {
                     i++;
                     break;
                  } else if (a < x.d[0]) {
                     break;
                  } else {
                     continue;
                  }
               }
               if (x.child_ptr[i].n == 6) {
                  t = split_child(x, i);
                  x.d[x.n] = t;
                  x.n++;
                  continue;
               } else {
                  x = x.child_ptr[i];
               }
            }
         }
      }
      x.d[x.n] = a;
      sort(x.d, x.n);
      x.n++;
   }
   public static void main(String[] args) {
      int i, n, t;
      insert(10);
      insert(20);
      insert(30);
      insert(40);
      insert(50);
      System.out.println("B+ tree:");
      traverse(r);
   }
}

输出

B+ tree:
10  20  30  40  50

#Python Program for Bplus tree
#to create nodes
class BplusTree:
    def __init__(self):
        self.d = [0] * 6  # order 6
        self.child_ptr = [None] * 7
        self.l = True  
        self.n = 0
def init():
    np = BplusTree()
    np.l = True
    np.n = 0
    return np
#traverse tree
def traverse(p):
    print()
    for i in range(p.n):
        if not p.l:
            traverse(p.child_ptr[i])
        print(" ", p.d[i], end="")
    if not p.l:
        traverse(p.child_ptr[p.n])
    print()
#sort the tree
def sort(p, n):
    for i in range(n):
        for j in range(i, n + 1):
            if p[i] > p[j]:
                p[i], p[j] = p[j], p[i]
def split_child(x, i):
    np3 = init()
    np3.l = True
    if i == -1:
        mid = x.d[2]
        x.d[2] = 0
        x.n -= 1
        np1 = init()
        np1.l = False
        x.l = True
        for j in range(3, 6):
            np3.d[j - 3] = x.d[j]
            np3.child_ptr[j - 3] = x.child_ptr[j]
            np3.n += 1
            x.d[j] = 0
            x.n -= 1
        for j in range(6):
            x.child_ptr[j] = None
        np1.d[0] = mid
        np1.child_ptr[np1.n] = x
        np1.child_ptr[np1.n + 1] = np3
        np1.n += 1
        r = np1
    else:
        y = x.child_ptr[i]
        mid = y.d[2]
        y.d[2] = 0
        y.n -= 1
        for j in range(3, 6):
            np3.d[j - 3] = y.d[j]
            np3.n += 1
            y.d[j] = 0
            y.n -= 1
        x.child_ptr[i + 1] = y
        x.child_ptr[i + 1] = np3
    return mid
def insert(a):
    global r, x
    x = r
    if x is None:
        r = init()
        x = r
    else:
        if x.l and x.n == 6:
            t = split_child(x, -1)
            x = r
            for i in range(x.n):
                if a > x.d[i] and a < x.d[i + 1]:
                    i += 1
                    break
                elif a < x.d[0]:
                    break
                else:
                    continue
            x = x.child_ptr[i]
        else:
            while not x.l:
                for i in range(x.n):
                    if a > x.d[i] and a < x.d[i + 1]:
                        i += 1
                        break
                    elif a < x.d[0]:
                        break
                    else:
                        continue
                if x.child_ptr[i].n == 6:
                    t = split_child(x, i)
                    x.d[x.n] = t
                    x.n += 1
                    continue
                else:
                    x = x.child_ptr[i]
    x.d[x.n] = a
    sort(x.d, x.n)
    x.n += 1
r = None
x = None
insert(10)
insert(20)
insert(30)
insert(40)
insert(50)
print("B+ tree:")
traverse(r)

输出

B+ tree:
10 20 30 40 50

#include <iostream>
struct node {
   int data;
   struct node *leftChild, *rightChild;
};
struct node* newNode(int data){
   struct node* Node = (struct node*)malloc(sizeof(struct node));
   Node->data = data;
   Node->leftChild = Node->rightChild = NULL;
   return (Node);
}
struct node* rightRotate(struct node *x){
   struct node *y = x->leftChild;
   x->leftChild = y->rightChild;
   y->rightChild = x;
   return y;
}
struct node* leftRotate(struct node *x){
   struct node *y = x->rightChild;
   x->rightChild = y->leftChild;
   y->leftChild = x;
   return y;
}
struct node* splay(struct node *root, int data){
   if (root == NULL || root->data == data)
      return root;
   if (root->data > data) {
      if (root->leftChild == NULL) return root;
      if (root->leftChild->data > data) {
         root->leftChild->leftChild = splay(root->leftChild->leftChild, data);
         root = rightRotate(root);
      } else if (root->leftChild->data < data) {
         root->leftChild->rightChild = splay(root->leftChild->rightChild, data);
         if (root->leftChild->rightChild != NULL)
            root->leftChild = leftRotate(root->leftChild);
      }
      return (root->leftChild == NULL)? root: rightRotate(root);
   } else {
      if (root->rightChild == NULL) return root;
      if (root->rightChild->data > data) {
         root->rightChild->leftChild = splay(root->rightChild->leftChild, data);
         if (root->rightChild->leftChild != NULL)
            root->rightChild = rightRotate(root->rightChild);
      } else if (root->rightChild->data < data) {
         root->rightChild->rightChild = splay(root->rightChild->rightChild, data);
         root = leftRotate(root);
      }
      return (root->rightChild == NULL)? root: leftRotate(root);
   }
}
struct node* insert(struct node *root, int k){
   if (root == NULL) return newNode(k);
   root = splay(root, k);
   if (root->data == k) return root;
   struct node *newnode = newNode(k);
   if (root->data > k) {
      newnode->rightChild = root;
      newnode->leftChild = root->leftChild;
      root->leftChild = NULL;
   } else {
      newnode->leftChild = root;
      newnode->rightChild = root->rightChild;
      root->rightChild = NULL;
   }
   return newnode;
}
void printTree(struct node *root){
   if (root == NULL)
      return;
   if (root != NULL) {
      printTree(root->leftChild);
      printf("%d ", root->data);
      printTree(root->rightChild);
   }
}
int main(){
   struct node* root = newNode(34);
   root->leftChild = newNode(15);
   root->rightChild = newNode(40);
   root->leftChild->leftChild = newNode(12);
   root->leftChild->leftChild->rightChild = newNode(14);
   root->rightChild->rightChild = newNode(59);
   printf("The Splay tree is: \n");
   printTree(root);
   return 0;
}

输出

The Splay tree is: 
12 14 15 34 40 59 

import java.io.*;
public class SplayTree {
   static class node {
      int data;
      node leftChild, rightChild;
   };
   static node newNode(int data) {
      node Node = new node();
      Node.data = data;
      Node.leftChild = Node.rightChild = null;
      return (Node);
   }
   static node rightRotate(node x) {
      node y = x.leftChild;
      x.leftChild = y.rightChild;
      y.rightChild = x;
      return y;
   }
   static node leftRotate(node x) {
      node y = x.rightChild;
      x.rightChild = y.leftChild;
      y.leftChild = x;
      return y;
   }
   static node splay(node root, int data) {
      if (root == null || root.data == data)
         return root;
      if (root.data > data) {
         if (root.leftChild == null) return root;
         if (root.leftChild.data > data) {
            root.leftChild.leftChild = splay(root.leftChild.leftChild, data);
            root = rightRotate(root);
         } else if (root.leftChild.data < data) {
            root.leftChild.rightChild = splay(root.leftChild.rightChild, data);
            if (root.leftChild.rightChild != null)
               root.leftChild = leftRotate(root.leftChild);
         }
         return (root.leftChild == null)? root: rightRotate(root);
      } else {
         if (root.rightChild == null) return root;
         if (root.rightChild.data > data) {
            root.rightChild.leftChild = splay(root.rightChild.leftChild, data);
            if (root.rightChild.leftChild != null)
               root.rightChild = rightRotate(root.rightChild);
         } else if (root.rightChild.data < data) {
            root.rightChild.rightChild = splay(root.rightChild.rightChild, data);
            root = leftRotate(root);
         }
         return (root.rightChild == null)? root: leftRotate(root);
      }
   }
   static node insert(node root, int k) {
      if (root == null) return newNode(k);
      root = splay(root, k);
      if (root.data == k) return root;
      node newnode = newNode(k);
      if (root.data > k) {
         newnode.rightChild = root;
         newnode.leftChild = root.leftChild;
         root.leftChild = null;
      } else {
         newnode.leftChild = root;
         newnode.rightChild = root.rightChild;
         root.rightChild = null;
      }
      return newnode;
   }
   static void printTree(node root) {
      if (root == null)
         return;
      if (root != null) {
         printTree(root.leftChild);
         System.out.print(root.data + " ");
         printTree(root.rightChild);
      }
   }
   public static void main(String args[]) {
      node root = newNode(34);
      root.leftChild = newNode(15);
      root.rightChild = newNode(40);
      root.leftChild.leftChild = newNode(12);
      root.leftChild.leftChild.rightChild = newNode(14);
      root.rightChild.rightChild = newNode(59);
      System.out.println("The Splay tree is: ");
      printTree(root);
   }
}

输出

The Splay tree is: 
12 14 15 34 40 59 

#Python Code for Insertion Operation of Splay Trees
class Node:
    def __init__(self, data):
        self.data = data
        self.leftChild = None
        self.rightChild = None
def newNode(data):
    return Node(data)
def rightRotate(x):
    y = x.leftChild
    x.leftChild = y.rightChild
    y.rightChild = x
    return y
def leftRotate(x):
    y = x.rightChild
    x.rightChild = y.leftChild
    y.leftChild = x
    return y
def splay(root, data):
    if root is None or root.data == data:
        return root
    if root.data > data:
        if root.leftChild is None:
            return root
        if root.leftChild.data > data:
            root.leftChild.leftChild = splay(root.leftChild.leftChild, data)
            root = rightRotate(root)
        elif root.leftChild.data < data:
            root.leftChild.rightChild = splay(root.leftChild.rightChild, data)
            if root.leftChild.rightChild is not None:
                root.leftChild = leftRotate(root.leftChild)
        return root if root.leftChild is None else rightRotate(root)
    else:
        if root.rightChild is None:
            return root
        if root.rightChild.data > data:
            root.rightChild.leftChild = splay(root.rightChild.leftChild, data)
            if root.rightChild.leftChild is not None:
                root.rightChild = rightRotate(root.rightChild)
        elif root.rightChild.data < data:
            root.rightChild.rightChild = splay(root.rightChild.rightChild, data)
            root = leftRotate(root)
        return root if root.rightChild is None else leftRotate(root)
def insert(root, k):
    if root is None:
        return newNode(k)
    root = splay(root, k)
    if root.data == k:
        return root
    newnode = newNode(k)
    if root.data > k:
        newnode.rightChild = root
        newnode.leftChild = root.leftChild
        root.leftChild = None
    else:
        newnode.leftChild = root
        newnode.rightChild = root.rightChild
        root.rightChild = None
    return newnode
def printTree(root):
    if root is None:
        return
    if root is not None:
        printTree(root.leftChild)
        print(root.data, end=" ")
        printTree(root.rightChild)
if __name__ == "__main__":
    root = newNode(34)
    root.leftChild = newNode(15)
    root.rightChild = newNode(40)
    root.leftChild.leftChild = newNode(12)
    root.leftChild.leftChild.rightChild = newNode(14)
    root.rightChild.rightChild = newNode(59)
    print("The Splay tree is: ")
    printTree(root)

输出

The Splay tree is:
12 14 15 34 40 59

#include <iostream>
struct node {
   int data;
   struct node *leftChild, *rightChild;
};
struct node* newNode(int data){
   struct node* Node = (struct node*)malloc(sizeof(struct node));
   Node->data = data;
   Node->leftChild = Node->rightChild = NULL;
   return (Node);
}
struct node* rightRotate(struct node *x){
   struct node *y = x->leftChild;
   x->leftChild = y->rightChild;
   y->rightChild = x;
   return y;
}
struct node* leftRotate(struct node *x){
   struct node *y = x->rightChild;
   x->rightChild = y->leftChild;
   y->leftChild = x;
   return y;
}
struct node* splay(struct node *root, int data){
   if (root == NULL || root->data == data)
      return root;
   if (root->data > data) {
      if (root->leftChild == NULL) return root;
      if (root->leftChild->data > data) {
         root->leftChild->leftChild = splay(root->leftChild->leftChild, data);
         root = rightRotate(root);
      } else if (root->leftChild->data < data) {
         root->leftChild->rightChild = splay(root->leftChild->rightChild, data);
         if (root->leftChild->rightChild != NULL)
            root->leftChild = leftRotate(root->leftChild);
      }
      return (root->leftChild == NULL)? root: rightRotate(root);
   } else {
      if (root->rightChild == NULL) return root;
      if (root->rightChild->data > data) {
         root->rightChild->leftChild = splay(root->rightChild->leftChild, data);
         if (root->rightChild->leftChild != NULL)
            root->rightChild = rightRotate(root->rightChild);
      } else if (root->rightChild->data < data) {
         root->rightChild->rightChild = splay(root->rightChild->rightChild, data);
         root = leftRotate(root);
      }
      return (root->rightChild == NULL)? root: leftRotate(root);
   }
}
struct node* insert(struct node *root, int k){
   if (root == NULL) return newNode(k);
   root = splay(root, k);
   if (root->data == k) return root;
   struct node *newnode = newNode(k);
   if (root->data > k) {
      newnode->rightChild = root;
      newnode->leftChild = root->leftChild;
      root->leftChild = NULL;
   } else {
      newnode->leftChild = root;
      newnode->rightChild = root->rightChild;
      root->rightChild = NULL;
   }
   return newnode;
}
struct node* deletenode(struct node* root, int data){
   struct node* temp;
   if (root == NULL)
      return NULL;
   root = splay(root, data);
   if (data != root->data)
      return root;
   if (!root->leftChild) {
      temp = root;
      root = root->rightChild;
   } else {
      temp = root;
      root = splay(root->leftChild, data);
      root->rightChild = temp->rightChild;
   }
   free(temp);
   return root;
}
void printTree(struct node *root){
   if (root == NULL)
      return;
   if (root != NULL) {
      printTree(root->leftChild);
      printf("%d ", root->data);
      printTree(root->rightChild);
   }
}
int main(){
   struct node* root = newNode(34);
   root->leftChild = newNode(15);
   root->rightChild = newNode(40);
   printf("The Splay tree is \n");
   printTree(root);
   root = deletenode(root, 40);
   printf("\nThe Splay tree after deletion is \n");
   printTree(root);
   return 0;
}

输出

The Splay tree is 
15 34 40 
The Splay tree after deletion is 
15 34 

import java.io.*;
public class SplayTree {
   static class node {
      int data;
      node leftChild, rightChild;
   };
   static node newNode(int data) {
      node Node = new node();
      Node.data = data;
      Node.leftChild = Node.rightChild = null;
      return (Node);
   }
   static node rightRotate(node x) {
      node y = x.leftChild;
      x.leftChild = y.rightChild;
      y.rightChild = x;
      return y;
   }
   static node leftRotate(node x) {
      node y = x.rightChild;
      x.rightChild = y.leftChild;
      y.leftChild = x;
      return y;
   }
   static node splay(node root, int data) {
      if (root == null || root.data == data)
         return root;
      if (root.data > data) {
         if (root.leftChild == null) return root;
         if (root.leftChild.data > data) {
            root.leftChild.leftChild = splay(root.leftChild.leftChild, data);
            root = rightRotate(root);
         } else if (root.leftChild.data < data) {
            root.leftChild.rightChild = splay(root.leftChild.rightChild, data);
            if (root.leftChild.rightChild != null)
               root.leftChild = leftRotate(root.leftChild);
         }
         return (root.leftChild == null)? root: rightRotate(root);
      } else {
         if (root.rightChild == null) return root;
         if (root.rightChild.data > data) {
            root.rightChild.leftChild = splay(root.rightChild.leftChild, data);
            if (root.rightChild.leftChild != null)
               root.rightChild = rightRotate(root.rightChild);
         } else if (root.rightChild.data < data) {
            root.rightChild.rightChild = splay(root.rightChild.rightChild, data);
            root = leftRotate(root);
         }
         return (root.rightChild == null)? root: leftRotate(root);
      }
   }
   static node insert(node root, int k) {
      if (root == null) return newNode(k);
      root = splay(root, k);
      if (root.data == k) return root;
      node newnode = newNode(k);
      if (root.data > k) {
         newnode.rightChild = root;
         newnode.leftChild = root.leftChild;
         root.leftChild = null;
      } else {
         newnode.leftChild = root;
         newnode.rightChild = root.rightChild;
         root.rightChild = null;
      }
      return newnode;
   }
   static node deletenode(node root, int data) {
      node temp;
      if (root == null)
         return null;
      root = splay(root, data);
      if (data != root.data)
         return root;
      if (root.leftChild == null) {
         temp = root;
         root = root.rightChild;
      } else {
         temp = root;
         root = splay(root.leftChild, data);
         root.rightChild = temp.rightChild;
      }
      return root;
   }
   static void printTree(node root) {
      if (root == null)
         return;
      if (root != null) {
         printTree(root.leftChild);
         System.out.print(root.data + " ");
         printTree(root.rightChild);
      }
   }
   public static void main(String args[]) {
      node root = newNode(34);
      root.leftChild = newNode(15);
      root.rightChild = newNode(40);
      System.out.println("The Splay tree is: ");
      printTree(root);
      root = deletenode(root, 40);
      System.out.println("\nThe Splay tree after deletion is: ");
      printTree(root);
   }
}

输出

The Splay tree is: 
15 34 40 
The Splay tree after deletion is: 
15 34 

#Python Code for Deletion operation of Splay Trees 
class Node:
    def __init__(self, data):
        self.data = data
        self.leftChild = None
        self.rightChild = None
def newNode(data):
    node = Node(data)
    return node
def rightRotate(x):
    y = x.leftChild
    x.leftChild = y.rightChild
    y.rightChild = x
    return y
def leftRotate(x):
    y = x.rightChild
    x.rightChild = y.leftChild
    y.leftChild = x
    return y
def splay(root, data):
    if root is None or root.data == data:
        return root
    if root.data > data:
        if root.leftChild is None:
            return root 
        if root.leftChild.data > data:
            root.leftChild.leftChild = splay(root.leftChild.leftChild, data)
            root = rightRotate(root)
        elif root.leftChild.data < data:
            root.leftChild.rightChild = splay(root.leftChild.rightChild, data)
            if root.leftChild.rightChild is not None:
                root.leftChild = leftRotate(root.leftChild)
        return root if root.leftChild is None else rightRotate(root)
    else:
        if root.rightChild is None:
            return root
        if root.rightChild.data > data:
            root.rightChild.leftChild = splay(root.rightChild.leftChild, data)
            if root.rightChild.leftChild is not None:
                root.rightChild = rightRotate(root.rightChild)
        elif root.rightChild.data < data:
            root.rightChild.rightChild = splay(root.rightChild.rightChild, data)
            root = leftRotate(root)
        return root if root.rightChild is None else leftRotate(root)
def insert(root, k):
    if root is None:
        return newNode(k)
    root = splay(root, k)
    if root.data == k:
        return root  
    newnode = newNode(k)
    if root.data > k:
        newnode.rightChild = root
        newnode.leftChild = root.leftChild
        root.leftChild = None
    else:
        newnode.leftChild = root
        newnode.rightChild = root.rightChild
        root.rightChild = None 
    return newnode
def deletenode(root, data):
    temp = None
    if root is None:
        return None
    root = splay(root, data)
    if data != root.data:
        return root
    if root.leftChild is None:
        temp = root
        root = root.rightChild
    else:
        temp = root
        root = splay(root.leftChild, data)
        root.rightChild = temp.rightChild
    del temp
    return root
def printTree(root):
    if root is None:
        return
    if root is not None:
        printTree(root.leftChild)
        print(root.data, end=" ")
        printTree(root.rightChild)
root = newNode(34)
root.leftChild = newNode(15)
root.rightChild = newNode(40)
print("The Splay tree is:")
printTree(root)
root = deletenode(root, 40)
print("\nThe Splay tree after deletion is:")
printTree(root)

输出

The Splay tree is:
15 34 40 
The Splay tree after deletion is:
15 34

#include <bits/stdc++.h>
using namespace std;
class node{
public:
   int data;
   node *leftChild, *rightChild;
};
node* newNode(int data){
   node* Node = new node();
   Node->data = data;
   Node->leftChild = Node->rightChild = NULL;
   return (Node);
}
node *rightRotate(node *x){
   node *y = x->leftChild;
   x->leftChild = y->rightChild;
   y->rightChild = x;
   return y;
}
node *leftRotate(node *x){
   node *y = x->rightChild;
   x->rightChild = y->leftChild;
   y->leftChild = x;
   return y;
}
node *splay(node *root, int data){
   if (root == NULL || root->data == data)
      return root;
   if (root->data > data) {
      if (root->leftChild == NULL) return root;
      if (root->leftChild->data > data) {
         root->leftChild->leftChild = splay(root->leftChild->leftChild, data);
         root = rightRotate(root);
      } else if (root->leftChild->data < data) {
         root->leftChild->rightChild = splay(root->leftChild->rightChild, data);
         if (root->leftChild->rightChild != NULL)
            root->leftChild = leftRotate(root->leftChild);
      }
      return (root->leftChild == NULL)? root: rightRotate(root);
   } else {
      if (root->rightChild == NULL) return root;
      if (root->rightChild->data > data) {
         root->rightChild->leftChild = splay(root->rightChild->leftChild, data);
         if (root->rightChild->leftChild != NULL)
            root->rightChild = rightRotate(root->rightChild);
      } else if (root->rightChild->data < data) {
         root->rightChild->rightChild = splay(root->rightChild->rightChild, data);
         root = leftRotate(root);
      }
      return (root->rightChild == NULL)? root: leftRotate(root);
   }
}
node* insert(node *root, int k)
{
   if (root == NULL) return newNode(k);
   root = splay(root, k);
   if (root->data == k) return root;
   node *newnode = newNode(k);
   if (root->data > k) {
      newnode->rightChild = root;
      newnode->leftChild = root->leftChild;
      root->leftChild = NULL;
   } else {
      newnode->leftChild = root;
      newnode->rightChild = root->rightChild;
      root->rightChild = NULL;
   }
   return newnode;
}
node* deletenode(struct node* root, int data){
   struct node* temp;
   if (root == NULL)
      return NULL;
   root = splay(root, data);
   if (data != root->data)
      return root;
   if (!root->leftChild) {
      temp = root;
      root = root->rightChild;
   } else {
      temp = root;
      root = splay(root->leftChild, data);
      root->rightChild = temp->rightChild;
   }
   free(temp);
   return root;
}
void printTree(node *root){
   if (root == NULL)
      return;
   if (root != NULL) {
      printTree(root->leftChild);
      cout<<root->data<<" ";
      printTree(root->rightChild);
   }
}
int main(){
   node* root = newNode(34);
   root->leftChild = newNode(15);
   root->rightChild = newNode(40);
   root->leftChild->leftChild = newNode(12);
   root->leftChild->leftChild->rightChild = newNode(14);
   root->rightChild->rightChild = newNode(59);
   cout<<"The Splay tree is \n";
   printTree(root);
   root = deletenode(root, 40);
   cout<<"\nThe Splay tree after deletion is \n";
   printTree(root);
   return 0;
}

输出

The Splay tree is 
12 14 15 34 40 59 
The Splay tree after deletion is 
12 14 15 34 59 

import java.io.*;
public class SplayTree {
   static class node {
      int data;
      node leftChild, rightChild;
   };
   static node newNode(int data) {
      node Node = new node();
      Node.data = data;
      Node.leftChild = Node.rightChild = null;
      return (Node);
   }
   static node rightRotate(node x) {
      node y = x.leftChild;
      x.leftChild = y.rightChild;
      y.rightChild = x;
      return y;
   }
   static node leftRotate(node x) {
      node y = x.rightChild;
      x.rightChild = y.leftChild;
      y.leftChild = x;
      return y;
   }
   static node splay(node root, int data) {
      if (root == null || root.data == data)
         return root;
      if (root.data > data) {
         if (root.leftChild == null) return root;
         if (root.leftChild.data > data) {
            root.leftChild.leftChild = splay(root.leftChild.leftChild, data);
            root = rightRotate(root);
         } else if (root.leftChild.data < data) {
            root.leftChild.rightChild = splay(root.leftChild.rightChild, data);
            if (root.leftChild.rightChild != null)
               root.leftChild = leftRotate(root.leftChild);
         }
         return (root.leftChild == null)? root: rightRotate(root);
      } else {
         if (root.rightChild == null) return root;
         if (root.rightChild.data > data) {
            root.rightChild.leftChild = splay(root.rightChild.leftChild, data);
            if (root.rightChild.leftChild != null)
               root.rightChild = rightRotate(root.rightChild);
         } else if (root.rightChild.data < data) {
            root.rightChild.rightChild = splay(root.rightChild.rightChild, data);
            root = leftRotate(root);
         }
         return (root.rightChild == null)? root: leftRotate(root);
      }
   }
   static node insert(node root, int k) {
      if (root == null) return newNode(k);
      root = splay(root, k);
      if (root.data == k) return root;
      node newnode = newNode(k);
      if (root.data > k) {
         newnode.rightChild = root;
         newnode.leftChild = root.leftChild;
         root.leftChild = null;
      } else {
         newnode.leftChild = root;
         newnode.rightChild = root.rightChild;
         root.rightChild = null;
      }
      return newnode;
   }
   static node deletenode(node root, int data) {
      node temp;
      if (root == null)
         return null;
      root = splay(root, data);
      if (data != root.data)
         return root;
      if (root.leftChild == null) {
         temp = root;
         root = root.rightChild;
      } else {
         temp = root;
         root = splay(root.leftChild, data);
         root.rightChild = temp.rightChild;
      }
      return root;
   }
   static void printTree(node root) {
      if (root == null)
         return;
      if (root != null) {
         printTree(root.leftChild);
         System.out.print(root.data + " ");
         printTree(root.rightChild);
      }
   }
   public static void main(String args[]) {
      node root = newNode(34);
      root.leftChild = newNode(15);
      root.rightChild = newNode(40);
      root.leftChild.leftChild = newNode(12);
      root.leftChild.leftChild.rightChild = newNode(14);
      root.rightChild.rightChild = newNode(59);
      System.out.println("The Splay tree is: ");
      printTree(root);
      root = deletenode(root, 40);
      System.out.println("\nThe Splay tree after deletion is: ");
      printTree(root);
   }
}

输出

The Splay tree is: 
12 14 15 34 40 59 
The Splay tree after deletion is: 
12 14 15 34 59 

#Python Code for Search Operation of splay Trees
class Node:
    def __init__(self, data):
        self.data = data
        self.leftChild = None
        self.rightChild = None
def newNode(data):
    newNode = Node(data)
    newNode.leftChild = newNode.rightChild = None
    return newNode
def rightRotate(x):
    y = x.leftChild
    x.leftChild = y.rightChild
    y.rightChild = x
    return y
def leftRotate(x):
    y = x.rightChild
    x.rightChild = y.leftChild
    y.leftChild = x
    return y
def splay(root, data):
    if root is None or root.data == data:
        return root
    if root.data > data:
        if root.leftChild is None:
            return root
        if root.leftChild.data > data:
            root.leftChild.leftChild = splay(root.leftChild.leftChild, data)
            root = rightRotate(root)
        elif root.leftChild.data < data:
            root.leftChild.rightChild = splay(root.leftChild.rightChild, data)
            if root.leftChild.rightChild is not None:
                root.leftChild = leftRotate(root.leftChild)   
        return root if root.leftChild is None else rightRotate(root)
    else:
        if root.rightChild is None:
            return root
        if root.rightChild.data > data:
            root.rightChild.leftChild = splay(root.rightChild.leftChild, data)
            if root.rightChild.leftChild is not None:
                root.rightChild = rightRotate(root.rightChild)
        elif root.rightChild.data < data:
            root.rightChild.rightChild = splay(root.rightChild.rightChild, data)
            root = leftRotate(root)
        return root if root.rightChild is None else leftRotate(root)
def insert(root, k):
    if root is None:
        return newNode(k) 
    root = splay(root, k)
    if root.data == k:
        return root
    newnode = newNode(k)
    if root.data > k:
        newnode.rightChild = root
        newnode.leftChild = root.leftChild
        root.leftChild = None
    else:
        newnode.leftChild = root
        newnode.rightChild = root.rightChild
        root.rightChild = None
    return newnode
def deletenode(root, data):
    temp = None
    if root is None:
        return None
    root = splay(root, data)
    if data != root.data:
        return root
    if root.leftChild is None:
        temp = root
        root = root.rightChild
    else:
        temp = root
        root = splay(root.leftChild, data)
        root.rightChild = temp.rightChild 
    del temp
    return root
def printTree(root):
    if root is None:
        return 
    if root is not None:
        printTree(root.leftChild)
        print(root.data, end=" ")
        printTree(root.rightChild)
root = newNode(34)
root.leftChild = newNode(15)
root.rightChild = newNode(40)
root.leftChild.leftChild = newNode(12)
root.leftChild.leftChild.rightChild = newNode(14)
root.rightChild.rightChild = newNode(59)
print("The Splay tree is")
printTree(root)
root = deletenode(root, 40)
print("\nThe Splay tree after deletion is")
printTree(root)

输出

The Splay tree is
12 14 15 34 40 59 
The Splay tree after deletion is
12 14 15 34 59

// C++ code for Insertion operation of tries algorithm
#include <iostream>
#include <unordered_map>
using namespace std;
class TrieNode
{
public:
    unordered_map<char, TrieNode*> children;
    bool isEndOfWord;

    TrieNode()
    {
        isEndOfWord = false;
    }
};

class Trie
{
private:
    TrieNode* root;

public:
    Trie()
    {
        root = new TrieNode();
    }

    void insert(string word)
    {
        TrieNode* curr = root;
        for (char ch : word) {
            if (curr->children.find(ch) == curr->children.end()) {
                curr->children[ch] = new TrieNode();
            }
            curr = curr->children[ch];
        }
        curr->isEndOfWord = true;
    }

    bool search(string word)
    {
        TrieNode* curr = root;
        for (char ch : word) {
            if (curr->children.find(ch) == curr->children.end()) {
                return false;
            }
            curr = curr->children[ch];
        }
        return curr->isEndOfWord;
    }

    bool startsWith(string prefix)
    {
        TrieNode* curr = root;
        for (char ch : prefix) {
            if (curr->children.find(ch) == curr->children.end()) {
                return false;
            }
            curr = curr->children[ch];
        }
        return true;
    }
};

int main()
{
    Trie car;
    //inserting the elements
    car.insert("Lamborghini");
    car.insert("Mercedes-Benz");
    car.insert("Land Rover");
    car.insert("Maruti Suzuki");
    //printing the elmenents
    printf("Inserted values are: \n");
    cout << "Lamborghini" << endl;
    cout <<"Mercedes-Benz"<< endl;
    cout <<"Land Rover" << endl;
    cout << "Maruti Suzuki" << endl;
    return 0;
}

输出

Inserted values are: 
Lamborghini
Mercedes-Benz
Land Rover
Maruti Suzuki

//Java Code for insertion operation of tries Algorithm
import java.util.HashMap;
import java.util.Map;
class TrieNode {
    Map<Character, TrieNode> children;
    boolean isEndOfWord;
    TrieNode() {
        children = new HashMap<>();
        isEndOfWord = false;
    }
}
class Trie {
    private TrieNode root;

    Trie() {
        root = new TrieNode();
    }
    void insert(String word) {
        TrieNode curr = root;
        for (char ch : word.toCharArray()) {
            curr.children.putIfAbsent(ch, new TrieNode());
            curr = curr.children.get(ch);
        }
        curr.isEndOfWord = true;
    }
    boolean search(String word) {
        TrieNode curr = root;
        for (char ch : word.toCharArray()) {
            if (!curr.children.containsKey(ch)) {
                return false;
            }
            curr = curr.children.get(ch);
        }
        return curr.isEndOfWord;
    }
    boolean startsWith(String prefix) {
        TrieNode curr = root;
        for (char ch : prefix.toCharArray()) {
            if (!curr.children.containsKey(ch)) {
                return false;
            }
            curr = curr.children.get(ch);
        }
        return true;
    }
}
public class Main {
    public static void main(String[] args) {
        Trie car = new Trie();
        //Inserting the elements
        car.insert("Lamborghini");
        car.insert("Mercedes-Benz");
        car.insert("Land Rover");
        car.insert("Maruti Suzuki");
        //Printing the elements
        System.out.println("Inserted values are: ");
        System.out.println("Lamborghini");
        System.out.println("Mercedes-Benz");
        System.out.println("Land Rover");
        System.out.println("Maruti Suzuki");
    }
}

输出

Inserted values are: 
Lamborghini
Mercedes-Benz
Land Rover
Maruti Suzuki

#Python Code for insertion operation of tries Algorithm
class TrieNode:
    def __init__(self):
        self.children = {}
        self.isEndOfWord = False
class Trie:
    def __init__(self):
        self.root = TrieNode()
    def insert(self, word):
        curr = self.root
        for ch in word:
            if ch not in curr.children:
                curr.children[ch] = TrieNode()
            curr = curr.children[ch]
        curr.isEndOfWord = True
    def search(self, word):
        curr = self.root
        for ch in word:
            if ch not in curr.children:
                return False
            curr = curr.children[ch]
        return curr.isEndOfWord
    def startsWith(self, prefix):
        curr = self.root
        for ch in prefix:
            if ch not in curr.children:
                return False
            curr = curr.children[ch]
        return True
if __name__ == '__main__':
    car = Trie()
    #inserting the elements
    car.insert("Lamborghini")
    car.insert("Mercedes-Benz")
    car.insert("Land Rover")
    car.insert("Maruti Suzuki")
    #printing the elements
    print("Inserted values are: ")
    print("Lamborghini")
    print("Mercedes-Benz")
    print("Land Rover")
    print("Maruti Suzuki")

输出

Inserted values are: 
Lamborghini
Mercedes-Benz
Land Rover
Maruti Suzuki

//C++ code for Deletion operation of tries algorithm
#include <iostream>
#include <unordered_map>
using namespace std;
class TrieNode {
public:
    unordered_map<char, TrieNode*> children;
    bool isEndOfWord;
    TrieNode() {
        isEndOfWord = false;
    }
};
class Trie {
private:
    TrieNode* root;
public:
    Trie() {
        root = new TrieNode();
    }
    void insert(string word) {
        TrieNode* curr = root;
        for (char ch : word) {
            if (curr->children.find(ch) == curr->children.end()) {
                curr->children[ch] = new TrieNode();
            }
            curr = curr->children[ch];
        }
        curr->isEndOfWord = true;
    }
    bool search(string word) {
        TrieNode* curr = root;
        for (char ch : word) {
            if (curr->children.find(ch) == curr->children.end()) {
                return false;
            }
            curr = curr->children[ch];
        }
        return curr->isEndOfWord;
    }
    bool startsWith(string prefix) {
        TrieNode* curr = root;
        for (char ch : prefix) {
            if (curr->children.find(ch) == curr->children.end()) {
                return false;
            }
            curr = curr->children[ch];
        }
        return true;
    }
    bool deleteWord(string word) {
        return deleteHelper(root, word, 0);
    }
private:
    bool deleteHelper(TrieNode* curr, string word, int index) {
        if (index == word.length()) {
            if (!curr->isEndOfWord) {
                return false; // Word does not exist in the Trie
            }
            curr->isEndOfWord = false; // Mark as deleted
            return curr->children.empty(); // Return true if no more children
        }
        char ch = word[index];
        if (curr->children.find(ch) == curr->children.end()) {
            return false; // Word does not exist in the Trie
        }
        TrieNode* child = curr->children[ch];
        bool shouldDeleteChild = deleteHelper(child, word, index + 1);

        if (shouldDeleteChild) {
            curr->children.erase(ch); // Remove the child node if necessary
            return curr->children.empty(); // Return true if no more children
        }
        return false;
    }
};
int main() {
    Trie car;
    //inserting the elemnets
    car.insert("Lamborghini");
    car.insert("Mercedes-Benz");
    car.insert("Land Rover");
    car.insert("Maruti Suzuki");
    //Before Deletion
    cout << "Before Deletion" << endl;
    cout << car.search("Lamborghini") << endl;       // Output: 1 (true)
    cout << car.search("Mercedes-Benz") << endl;     // Output: 1 (true)
    cout << car.search("Land Rover") << endl;        // Output: 1 (true)
    cout << car.search("Maruti Suzuki") << endl;     // Output: 1 (true)
    //Deleting elements using deletion operation
    car.deleteWord("Lamborghini");
    car.deleteWord("Land Rover");
    //After Deletion
    cout << "After Deletion" << endl;
    cout << car.search("Lamborghini") << endl;       // Output: 0 (false)
    cout << car.search("Mercedes-Benz") << endl;     // Output: 1 (true)
    cout << car.search("Land Rover") << endl;        // Output: 0 (false)
    cout << car.search("Maruti Suzuki") << endl;     // Output: 1 (true)
    return 0;
}

输出

Before Deletion
1
1
1
1
After Deletion
0
1
0
1

//Java code for Deletion operator of tries algotrithm
import java.util.HashMap;
import java.util.Map;
class TrieNode {
    Map<Character, TrieNode> children;
    boolean isEndOfWord;

    TrieNode() {
        children = new HashMap<>();
        isEndOfWord = false;
    }
}
class Trie {
    private TrieNode root;

    Trie() {
        root = new TrieNode();
    }
    void insert(String word) {
        TrieNode curr = root;
        for (char ch : word.toCharArray()) {
            curr.children.putIfAbsent(ch, new TrieNode());
            curr = curr.children.get(ch);
        }
        curr.isEndOfWord = true;
    }
    boolean search(String word) {
        TrieNode curr = root;
        for (char ch : word.toCharArray()) {
            if (!curr.children.containsKey(ch)) {
                return false;
            }
            curr = curr.children.get(ch);
        }
        return curr.isEndOfWord;
    }
    boolean startsWith(String prefix) {
        TrieNode curr = root;
        for (char ch : prefix.toCharArray()) {
            if (!curr.children.containsKey(ch)) {
                return false;
            }
            curr = curr.children.get(ch);
        }
        return true;
    }
    boolean delete(String word) {
        return deleteHelper(root, word, 0);
    }
    private boolean deleteHelper(TrieNode curr, String word, int index) {
        if (index == word.length()) {
            if (!curr.isEndOfWord) {
                return false; // Word does not exist in the Trie
            }
            curr.isEndOfWord = false; // Mark as deleted
            return curr.children.isEmpty(); // Return true if no more children
        }
        char ch = word.charAt(index);
        if (!curr.children.containsKey(ch)) {
            return false; // Word does not exist in the Trie
        }
        TrieNode child = curr.children.get(ch);
        boolean shouldDeleteChild = deleteHelper(child, word, index + 1);
        if (shouldDeleteChild) {
            curr.children.remove(ch); // Remove the child node if necessary
            return curr.children.isEmpty(); // Return true if no more children
        }

        return false;
    }
}
public class Main {
    public static void main(String[] args) {
        Trie car = new Trie(); 
       //Inserting the elements
        car.insert("Lamborghini");
        car.insert("Mercedes-Benz");
        car.insert("Land Rover");
        car.insert("Maruti Suzuki");
       //Before Deletion
        System.out.println("Before Deletion");
        //Printing the elements
        System.out.println(car.search("Lamborghini"));       // Output: true
        System.out.println(car.search("Mercedes-Benz")); // Output: true
        System.out.println(car.search("Land Rover"));      // Output: true
        System.out.println(car.search("Maruti Suzuki"));         // Output: true  
       //Deleting the elements using deletion operation
        car.delete("Lamborghini");
        car.delete("Land Rover");     
       // After Deletion
        System.out.println("After Deletion");
       // Prints the elements in the Boolean expression
        System.out.println(car.search("Lamborghini"));      // Output: false
        System.out.println(car.search("Mercedes-Benz"));   // Output: true
        System.out.println(car.search("Land Rover"));      // Output: false
        System.out.println(car.search("Maruti Suzuki"));  // Output: true
    }
}

输出

Before Deletion
true
true
true
true
After Deletion
false
true
false
true

#python Code for Deletion operation of tries algorithm
class TrieNode:
    def __init__(self):
        self.children = {}
        self.isEndOfWord = False
class Trie:
    def __init__(self):
        self.root = TrieNode()
    def insert(self, word):
        curr = self.root
        for ch in word:
            if ch not in curr.children:
                curr.children[ch] = TrieNode()
            curr = curr.children[ch]
        curr.isEndOfWord = True
    def search(self, word):
        curr = self.root
        for ch in word:
            if ch not in curr.children:
                return False
            curr = curr.children[ch]
        return curr.isEndOfWord
    def startsWith(self, prefix):
        curr = self.root
        for ch in prefix:
            if ch not in curr.children:
                return False
            curr = curr.children[ch]
        return True
    def delete(self, word):
        return self.deleteHelper(self.root, word, 0)

    def deleteHelper(self, curr, word, index):
        if index == len(word):
            if not curr.isEndOfWord:
                return False  # Word does not exist in the Trie
            curr.isEndOfWord = False  # Mark as deleted
            return len(curr.children) == 0  # Return True if no more children
        ch = word[index]
        if ch not in curr.children:
            return False  # Word does not exist in the Trie
        child = curr.children[ch]
        shouldDeleteChild = self.deleteHelper(child, word, index + 1)
        if shouldDeleteChild:
            del curr.children[ch]  # Remove the child node if necessary
            return len(curr.children) == 0  # Return True if no more children
        return False
trie = Trie()
#inserting the elements
trie.insert("Lamborghini")
trie.insert("Mercedes-Benz")
trie.insert("Land Rover")
trie.insert("Maruti Suzuki")
#Before Deletion
print("Before Deletion:")
print(trie.search("Lamborghini"))       # Output: True
print(trie.search("Mercedes-Benz"))     # Output: True
print(trie.search("Land Rover"))        # Output: True
print(trie.search("Maruti Suzuki"))     # Output: True
#deleting the elements using Deletion operation
trie.delete("Lamborghini")
trie.delete("Land Rover")
#After Deletion
print("After Deletion:")
#print elements
print(trie.search("Lamborghini"))       # Output: False
print(trie.search("Mercedes-Benz"))     # Output: True
print(trie.search("Land Rover"))        # Output: False
print(trie.search("Maruti Suzuki"))     # Output: True

输出

Before Deletion:
True
True
True
True
After Deletion:
False
True
False
True

//C++ code for Search operation of tries algorithm
#include <iostream>
#include <unordered_map>
using namespace std;
class TrieNode {
public:
    unordered_map<char, TrieNode*> children;
    bool isEndOfWord;
    
    TrieNode() {
        isEndOfWord = false;
    }
};
class Trie {
private:
    TrieNode* root;
public:
    Trie() {
        root = new TrieNode();
    }
    void insert(string word) {
        TrieNode* curr = root;
        for (char ch : word) {
            if (curr->children.find(ch) == curr->children.end()) {
                curr->children[ch] = new TrieNode();
            }
            curr = curr->children[ch];
        }
        curr->isEndOfWord = true;
    }
    bool search(string word) {
        TrieNode* curr = root;
        for (char ch : word) {
            if (curr->children.find(ch) == curr->children.end()) {
                return false;
            }
            curr = curr->children[ch];
        }
        return curr->isEndOfWord;
    }
    bool startsWith(string prefix) {
        TrieNode* curr = root;
        for (char ch : prefix) {
            if (curr->children.find(ch) == curr->children.end()) {
                return false;
            }
            curr = curr->children[ch];
        }
        return true;
    }
};
int main() {
    Trie car;
    //inserting the elements
    car.insert("Lamborghini");
    car.insert("Mercedes-Benz");
    car.insert("Land Rover");
    car.insert("Maruti Suzuki");
   //searching elements
    cout<< "Searching Cars"<< endl; 
    // Printing searched elements in Boolean expression
    cout << car.search("Lamborghini") << endl;     // Output: 1 (true)
    cout << car.search("Mercedes-Benz") << endl;    // Output: 1 (true)
    cout << car.search("Honda") << endl;     // Output: 0 (false)
    cout << car.search("Land Rover") << endl;    // Output: 1 (true)
    cout << car.search("BMW") << endl;   // Output: 0 (false)   
   //searching names starts with?
    cout<<"cars name starts with" << endl;
    //Printing the elements
    cout << car.startsWith("Lambo") << endl;   // Output: 1 (true)
    cout << car.startsWith("Hon") << endl;    // Output: 0 (false)
    cout << car.startsWith("Hy") << endl;    // Output: 0 (false)
    cout << car.startsWith("Mar") << endl;    // Output: 1 (true)
    cout << car.startsWith("Land") << endl;   // Output: 1 (true)
    return 0;
}

输出

Searching Cars
1
1
0
1
0
cars name starts with
1
0
0
1
1

//Java program for tries Algorithm
import java.util.HashMap;
import java.util.Map;
class TrieNode {
    Map<Character, TrieNode> children;
    boolean isEndOfWord;
    TrieNode() {
        children = new HashMap<>();
        isEndOfWord = false;
    }
}
class Trie {
    private TrieNode root;
    Trie() {
        root = new TrieNode();
    }
    void insert(String word) {
        TrieNode curr = root;
        for (char ch : word.toCharArray()) {
            curr.children.putIfAbsent(ch, new TrieNode());
            curr = curr.children.get(ch);
        }
        curr.isEndOfWord = true;
    }
    boolean search(String word) {
        TrieNode curr = root;
        for (char ch : word.toCharArray()) {
            if (!curr.children.containsKey(ch)) {
                return false;
            }
            curr = curr.children.get(ch);
        }
        return curr.isEndOfWord;
    }
    boolean startsWith(String prefix) {
        TrieNode curr = root;
        for (char ch : prefix.toCharArray()) {
            if (!curr.children.containsKey(ch)) {
                return false;
            }
            curr = curr.children.get(ch);
        }
        return true;
    }
}
public class Main {
    public static void main(String[] args) {
        Trie car = new Trie();
        //Inserting the elements
        car.insert("Lamborghini");
        car.insert("Mercedes-Benz");
        car.insert("Land Rover");
        car.insert("Maruti Suzuki");
        //searching the elements
        System.out.println("Searching Cars");
        //Printing the searched elements
        System.out.println(car.search("Lamborghini"));     // Output: true
        System.out.println(car.search("Mercedes-Benz"));   // Output: true
        System.out.println(car.search("Honda"));           // Output: false
        System.out.println(car.search("Land Rover"));      // Output: true
        System.out.println(car.search("BMW"));             // Output: false  
        //searching the elements name start with?
        System.out.println("Cars name starts with");
        //Printing the elements
        System.out.println(car.startsWith("Lambo"));       // Output: true
        System.out.println(car.startsWith("Hon"));         // Output: false
        System.out.println(car.startsWith("Hy"));          // Output: false
        System.out.println(car.startsWith("Mar"));         // Output: true
        System.out.println(car.startsWith("Land"));        // Output: true
    }
}

输出

Searching Cars
true
true
false
true
false
Cars name starts with
true
false
false
true
true

#Python code for Search operation of tries algorithm
class TrieNode:
    def __init__(self):
        self.children = {}
        self.isEndOfWord = False
class Trie:
    def __init__(self):
        self.root = TrieNode()
    def insert(self, word):
        curr = self.root
        for ch in word:
            if ch not in curr.children:
                curr.children[ch] = TrieNode()
            curr = curr.children[ch]
        curr.isEndOfWord = True
    def search(self, word):
        curr = self.root
        for ch in word:
            if ch not in curr.children:
                return False
            curr = curr.children[ch]
        return curr.isEndOfWord
    def startsWith(self, prefix):
        curr = self.root
        for ch in prefix:
            if ch not in curr.children:
                return False
            curr = curr.children[ch]
        return True
if __name__ == '__main__':
    car = Trie()
   #Inserting the elements
    car.insert("Lamborghini")
    car.insert("Mercedes-Benz")
    car.insert("Land Rover")
    car.insert("Maruti Suzuki")
    #Searching elements
    print("Searching Cars")
    #Printing the searched elements
    print(car.search("Lamborghini"))     # Output: True
    print(car.search("Mercedes-Benz"))   # Output: True
    print(car.search("Honda"))           # Output: False
    print(car.search("Land Rover"))      # Output: True
    print(car.search("BMW"))             # Output: False
    #printing elements name starts with?
    print("Cars name starts with")
    print(car.startsWith("Lambo"))       # Output: True
    print(car.startsWith("Hon"))         # Output: False
    print(car.startsWith("Hy"))          # Output: False
    print(car.startsWith("Mar"))         # Output: True
    print(car.startsWith("Land"))        # Output: True  

输出

Before Deletion:
True
True
True
True
After Deletion:
False
True
False
True

//C++ code for Max Heap construction  Algorithm
#include <iostream>
// Structure to represent a heap
struct Heap {
    int* array;     // Array to store heap elements
    int capacity;   // Maximum capacity of the heap
    int size;       // Current size of the heap
};
// Function to create a new heap
Heap* createHeap(int capacity)
{
    Heap* heap = new Heap;
    heap->array = new int[capacity];
    heap->capacity = capacity;
    heap->size = 0;
    return heap;
}
// Function to swap two elements in the heap
void swap(int& a, int& b)
{
    int temp = a;
    a = b;
    b = temp;
}
// Function to heapify a subtree rooted at index i
void heapify(Heap* heap, int i)
{
    int largest = i;
    int left = 2 * i + 1;
    int right = 2 * i + 2;
    // Check if the left child is larger than the root
    if (left <heap->size && heap->array[left] > heap->array[largest])
        largest = left;
    // Check if the right child is larger than the largest so far
    if (right <heap->size && heap->array[right] > heap->array[largest])
        largest = right;
    // If the largest is not the root, swap the root with the largest
    if (largest != i) {
        swap(heap->array[i], heap->array[largest]);
        heapify(heap, largest);
    }
}
// Function to insert a new element into the heap
void insert(Heap* heap, int value)
{
    if (heap->size == heap->capacity) {
        std::cout << "Heap is full. Cannot insert more elements." << std::endl;
        return;
    }
    // Insert the new element at the end
    int i = heap->size++;
    heap->array[i] = value;
    // Fix the heap property if it is violated
    while (i != 0 && heap->array[(i - 1) / 2] < heap->array[i]) {
        swap(heap->array[i], heap->array[(i - 1) / 2]);
        i = (i - 1) / 2;
    }
}
// Function to extract the maximum element from the heap
int extractMax(Heap* heap)
{
    if (heap->size == 0) {
        std::cout << "Heap is empty. Cannot extract maximum element." << std::endl;
        return -1;
    }
    // Store the root element
    int max = heap->array[0];
    // Replace the root with the last element
    heap->array[0] = heap->array[heap->size - 1];
    heap->size--;
    // Heapify the root
    heapify(heap, 0);
    return max;
}
// Function to print the elements of the heap
void printHeap(Heap* heap)
{
    std::cout << "Heap elements: ";
    for (int i = 0; i < heap->size; i++) {
        std::cout << heap->array[i] << " ";
    }
    std::cout << std::endl;
}
// Example usage of the heap
int main()
{
    Heap* heap = createHeap(10);
    insert(heap, 35);
    insert(heap, 33);
    insert(heap, 42);
    insert(heap, 10);
    insert(heap, 14);
    insert(heap, 19);
    insert(heap, 27);
    insert(heap, 44);
    insert(heap, 26);
    insert(heap, 31);

    printHeap(heap);

    int max = extractMax(heap);
    std::cout << "Maximum element: " << max << std::endl;

    return 0;
}

输出

Heap elements: 44 42 35 33 31 19 27 10 26 14 
Maximum element: 44

// Java code for for Max Heap construction  Algorithm
//Structure to represent a heap
public class MaxHeap {
    private int[] heap; // To store heap elements
    private int capacity; // Maximum capacity of the heap
    private int size; // Current size of the heap
    // To create a new heap
    public MaxHeap(int capacity) {
        this.capacity = capacity;
        this.size = 0;
        this.heap = new int[capacity];
    }
    private int parent(int i) {
        return (i - 1) / 2;
    }
    private int leftChild(int i) {
        return 2 * i + 1;
    }
    private int rightChild(int i) {
        return 2 * i + 2;
    }
    private void swap(int i, int j) {
        int temp = heap[i];
        heap[i] = heap[j];
        heap[j] = temp;
    }
   // Heapify a subtree rooted at index i
    private void heapifyDown(int i) {
        int largest = i;
        int left = leftChild(i);
        int right = rightChild(i);     
        // Check if the left child is larger than the root
        if (left < size && heap[left] > heap[largest])
            largest = left;         
        // Check if the right child is larger than the largest so far
        if (right < size && heap[right] > heap[largest])
            largest = right;
        // If the largest is not the root, swap the root with the largest
        if (largest != i) {
            swap(i, largest);
            heapifyDown(largest);
        }
    }
    private void heapifyUp(int i) {
        while (i > 0 && heap[i] > heap[parent(i)]) {
            int parent = parent(i);
            swap(i, parent);
            i = parent;
        }
    }
    // Insert the new element at the end
    public void insert(int value) {
        if (size == capacity) {
            System.out.println("Heap is full. Cannot insert more elements.");
            return;
        }
        heap[size] = value;
        size++;
        heapifyUp(size - 1);
    }
    // Function to extract the maximum element from the heap
    public int extractMax() {
        if (size == 0) {
            System.out.println("Heap is empty. Cannot extract maximum element.");
            return -1;
        }
        // store th root element
        int max = heap[0];
        //Replace the root with the last elements
        heap[0] = heap[size - 1];
        size--;
        heapifyDown(0);
        return max;
    } 
    //print the elements of the heap
    public void printHeap() {
        System.out.print("Heap elements: ");
        for (int i = 0; i < size; i++) {
            System.out.print(heap[i] + " ");
        }
        System.out.println();
    }
    public static void main(String[] args) {
        MaxHeap heap = new MaxHeap(10);
        heap.insert(35);
        heap.insert(33);
        heap.insert(42);
        heap.insert(10);
        heap.insert(14);
        heap.insert(19);
        heap.insert(27);
        heap.insert(44);
        heap.insert(26);
        heap.insert(31);
        heap.printHeap();
        int max = heap.extractMax();
        System.out.println("Maximum element: " + max);
    }
}

输出

Heap elements: 44 42 35 33 31 19 27 10 26 14 
Maximum element: 44

# Python code for for Max Heap construction  Algorithm
class MaxHeap:
    def __init__(self):
        self.heap = []
    def parent(self, i):
        return (i - 1) // 2
    def left_child(self, i):
        return 2 * i + 1
    def right_child(self, i):
        return 2 * i + 2
    #Function to swap two elements in the heap
    def swap(self, i, j):
        self.heap[i], self.heap[j] = self.heap[j], self.heap[i]
    # Function to heapify a subtree rooted at index i
    def heapify_down(self, i):
        left = self.left_child(i)
        right = self.right_child(i)
        largest = i
        #Check if the left child is larger than the root
        if left < len(self.heap) and self.heap[left] >self.heap[largest]:
            largest = left
        # Check if the right child is larger than the largest so far
        if right < len(self.heap) and self.heap[right] > self.heap[largest]:
            largest = right

        # If the largest is not the root, swap the root with the largest
        if largest != i:
            self.swap(i, largest)
            self.heapify_down(largest)
    def heapify_up(self, i):
        while i > 0 and self.heap[i] > self.heap[self.parent(i)]:
            parent = self.parent(i)
            self.swap(i, parent)
            i = parent
    # Insert the new element at the end
    def insert(self, value):
        self.heap.append(value)
        # Fix the heap property if it is violated
        self.heapify_up(len(self.heap) - 1)
    # Function to extract the maximum element from the heap
    def extract_max(self):
        if len(self.heap) == 0:
            print("Heap is empty. Cannot extract maximum element.")
            return None
        max_value = self.heap[0]
        self.heap[0] = self.heap[-1]
        self.heap.pop()
        self.heapify_down(0)
        return max_value
    # Function to print the elements of the heap
    def print_heap(self):
        print("Heap elements:", end=" ")
        for value in self.heap:
            print(value, end=" ")
        print()
# Example usage of the heap
heap = MaxHeap()
heap.insert(35)
heap.insert(33)
heap.insert(42)
heap.insert(10)
heap.insert(14)
heap.insert(19)
heap.insert(27)
heap.insert(44)
heap.insert(26)
heap.insert(31)
heap.print_heap()
max_value = heap.extract_max()
print("Maximum element:", max_value)

输出

Heap elements: 44 42 35 33 31 19 27 10 26 14 
Maximum element: 44s

//C++ code for Max Heap Deletion Algorithm
#include <iostream>
// Structure to represent a heap
struct Heap {
    int* array;     // Array to store heap elements
    int capacity;   // Maximum capacity of the heap
    int size;       // Current size of the heap
};
// Create a new heap
Heap* createHeap(int capacity)
{
    Heap* heap = new Heap;
    heap->array = new int[capacity];
    heap->capacity = capacity;
    heap->size = 0;
    return heap;
}
// Swap two elements in the heap
void swap(int& a, int& b)
{
    int temp = a;
    a = b;
    b = temp;
}
// Heapify a subtree rooted at index i
void heapify(Heap* heap, int i)
{
    int largest = i;
    int left = 2 * i + 1;
    int right = 2 * i + 2;
    // Check if the left child is larger than the root
    if (left < heap->size && heap->array[left] > heap->array[largest])
        largest = left;
    // Check if the right child is larger than the largest so far
    if (right < heap->size && heap->array[right] > heap->array[largest])
        largest = right;
    // If the largest is not the root, swap the root with the largest
    if (largest != i) {
        swap(heap->array[i], heap->array[largest]);
        heapify(heap, largest);
    }
}
// Function to insert a new element into the heap
void insert(Heap* heap, int value)
{
    if (heap->size == heap->capacity) {
        std::cout << "Heap is full. Cannot insert more elements." << std::endl;
        return;
    }
    // Insert the new element at the end
    int i = heap->size++;
    heap->array[i] = value;

    // Fix the heap property if it is violated
    while (i != 0 && heap->array[(i - 1) / 2] < heap->array[i]) {
        swap(heap->array[i], heap->array[(i - 1) / 2]);
        i = (i - 1) / 2;
    }
}
// Function to delete the maximum element from the heap
int deleteMax(Heap* heap)
{
    if (heap->size == 0) {
        std::cout << "Heap is empty. Cannot extract maximum element." << std::endl;
        return -1;
    }
    // Store the root element
    int max = heap->array[0];
    // Replace the root with the last element
    heap->array[0] = heap->array[heap->size - 1];
    heap->size--;
    // Heapify the root
    heapify(heap, 0);

    return max;
}
// Function to print the elements of the heap
void printHeap(Heap* heap)
{
    std::cout << "Heap elements: ";
    for (int i = 0; i < heap->size; i++) {
        std::cout << heap->array[i] << " ";
    }
    std::cout << std::endl;
}
// Function to deallocate memory occupied by the heap
void destroyHeap(Heap* heap)
{
    delete[] heap->array;
    delete heap;
}
// Example usage of the heap
int main()
{
    Heap* heap = createHeap(10);
    insert(heap, 35);
    insert(heap, 33);
    insert(heap, 42);
    insert(heap, 10);
    insert(heap, 14);
    insert(heap, 19);
    insert(heap, 27);
    insert(heap, 44);
    insert(heap, 26);
    insert(heap, 31);
    printHeap(heap);
    int max = deleteMax(heap);
    std::cout << "Maximum element: " << max << std::endl;
    printHeap(heap);
    destroyHeap(heap);
    return 0;
}

输出

Heap elements: 44 42 35 33 31 19 27 10 26 14 
Maximum element: 44
Heap elements: 42 33 35 26 31 19 27 10 14 

// Java code for for Max Heap Deletion  Algorithm
// Structure to represent a heap
class Heap {
    private int[] array;  // Array to store heap elements
    private int capacity;  // Maximum capacity of the heap
    private int size;      // Current size of the heap
    // To create a new heap
    public Heap(int capacity) {
        this.array = new int[capacity];
        this.capacity = capacity;
        this.size = 0;
    }
    // Swap two elements in the heap
    private void swap(int a, int b) {
        int temp = array[a];
        array[a] = array[b];
        array[b] = temp;
    }
    // Heapify a subtree rooted at index i
    private void heapify(int i) {
        int largest = i;
        int left = 2 * i + 1;
        int right = 2 * i + 2;     
        // Check if the left child is larger than the root
        if (left < size && array[left] > array[largest])
            largest = left;         
        // Check if the right child is larger than the largest so far
        if (right < size && array[right] > array[largest])
            largest = right;
        // If the largest is not the root, swap the root with the largest
        if (largest != i) {
            swap(i, largest);
            heapify(largest);
        }
    }
    // Insert a new element into the heap
    public void insert(int value) {
        if (size == capacity) {
            System.out.println("Heap is full. Cannot insert more elements.");
            return;
        }
        // Insert the new element at the end
        int i = size++;
        array[i] = value;
        // Fix the heap property if it is violated
        while (i != 0 && array[(i - 1) / 2] < array[i]) {
            swap(i, (i - 1) / 2);
            i = (i - 1) / 2;
        }
    }
    // Delete the maximum element from the heap
    public int deleteMax() {
        if (size == 0) {
            System.out.println("Heap is empty. Cannot extract maximum element.");
            return -1;
        }
        // Store the root element
        int max = array[0];
        // Replace the root with the last element
        array[0] = array[size - 1];
        size--;
        // Heapify the root
        heapify(0);
        return max;
    }
    // Print the elements of the heap
    public void printHeap() {
        System.out.print("Heap elements: ");
        for (int i = 0; i < size; i++) {
            System.out.print(array[i] + " ");
        }
        System.out.println();
    }
    // Deallocate memory occupied by the heap
    public void destroyHeap() {
        array = null;
        size = 0;
    }
}
//Inserting the elements
public class Main {
    public static void main(String[] args) {
        Heap heap = new Heap(10);
        heap.insert(35);
        heap.insert(33);
        heap.insert(42);
        heap.insert(10);
        heap.insert(14);
        heap.insert(19);
        heap.insert(27);
        heap.insert(44);
        heap.insert(26);
        heap.insert(31);
        heap.printHeap();
        int max = heap.deleteMax();
        System.out.println("Maximum element: " + max);  
        //Printing the heap elements after deletion of max element
        heap.printHeap();
        heap.destroyHeap();
    }
}

输出

Heap elements: 44 42 35 33 31 19 27 10 26 14 
Maximum element: 44
Heap elements: 42 33 35 26 31 19 27 10 14 

#Python code for Max Heap Deletion Algorithm
class Heap:
    def __init__(self, capacity):
        self.array = [0] * capacity  #array to store heap elements
        self.capacity = capacity  #maximum capacity of the heap
        self.size = 0  #Current size of the heap
    # swap two elements in the heap
    def swap(self, a, b):
        self.array[a], self.array[b] = self.array[b], self.array[a]
    # Heapify a subtree rooted at index i
    def heapify(self, i):
        largest = i
        left = 2 * i + 1
        right = 2 * i + 2
        # Check if the left child is larger than the root
        if left < self.size and self.array[left] > self.array[largest]:
            largest = left
        # Check if the right child is larger than the largest so far
        if right < self.size and self.array[right] > self.array[largest]:
            largest = right
        # If the largest is not the root, swap the root with the largest
        if largest != i:
            self.swap(i, largest)
            self.heapify(largest)
    # insert a new element into the heap
    def insert(self, value):
        if self.size == self.capacity:
            print("Heap is full. Cannot insert more elements.")
            return
        # Insert the new element at the end
        i = self.size
        self.size += 1
        self.array[i] = value
        # Fix the heap property if it is violated
        while i != 0 and self.array[(i - 1) // 2] < self.array[i]:
            self.swap(i, (i - 1) // 2)
            i = (i - 1) // 2
    # delete the maximum element from the heap
    def deleteMax(self):
        if self.size == 0:
            print("Heap is empty. Cannot extract maximum element.")
            return -1
        # store the root element
        max_value = self.array[0]
        # Replace the root with the last element
        self.array[0] = self.array[self.size - 1]
        self.size -= 1
        # Heapify the root
        self.heapify(0)
        return max_value
    # print the elements of the heap
    def printHeap(self):
        print("Heap elements:", end=" ")
        for i in range(self.size):
            print(self.array[i], end=" ")
        print()
    # deallocate memory occupied by the heap
    def destroyHeap(self):
        self.array = []
        self.size = 0
# Example usage of the heap
heap = Heap(10)
heap.insert(35)
heap.insert(33)
heap.insert(42)
heap.insert(10)
heap.insert(14)
heap.insert(19)
heap.insert(27)
heap.insert(44)
heap.insert(26)
heap.insert(31)
heap.printHeap()
max_value = heap.deleteMax()
print("Maximum element:", max_value)
heap.printHeap()
heap.destroyHeap()

输出

Heap elements: 44 42 35 33 31 19 27 10 26 14 
Maximum element: 44
Heap elements: 42 33 35 26 31 19 27 10 14 

// CPP program for Recursion Data Structure
#include <iostream>
int factorial(int n) {
    // Base case: factorial of 0 is 1
    if (n == 0)
        return 1;  
    // Recursive case: multiply n with factorial of (n-1)
    return n * factorial(n - 1);
}
int main() {
    // case 1
    int number = 6;
    std::cout<<"Number is: "<<number<<"\n";
    //case 2
    if (number < 0) {
        std::cout << "Error: Factorial is undefined for negative numbers.\n";
        return 1;
    }
    int result = factorial(number);
    //print the output
    std::cout << "Factorial of " << number << " is: " << result << std::endl;  
    return 0;
}

输出

Number is:  6
Factorial of 6 is: 720

// Java program for Recursion Data Structure
import java.util.Scanner;
public class Main {
    public static int factorial(int n) {
        // Base case: factorial of 0 is 1
        if (n == 0)
            return 1;
        // Recursive case: multiply n with factorial of (n-1)
        return n * factorial(n - 1);
    }
    public static void main(String[] args) {
        //Case 1
        int number = 6;
		System.out.println("Number is: " + number);
        //Case 2
        if (number < 0) {
            System.out.println("Error: Factorial is undefined for negative numbers.");
            System.exit(1);
        }
        int result = factorial(number);
        //print the output
        System.out.println("Factorial of " + number + " is: " + result);
    }
}

输出

Number is: 6
Factorial of 6 is: 720

# Python program for Recursion Data Structure
def factorial(n):
    #Base Case: factorial of 0 is 1
    if n == 0:
        return 1
    # Recursive case: multiply n with factorial of (n-1)
    return n * factorial(n - 1)
#Case 1:
number = 6;
print("Number is: ", number);
#Case 2:
if number < 0:
    print("Error: Factorial is undefined for negative numbers.")
else:
    result = factorial(number)
    # print the output
    print("Factorial of", number, "is: ", result)

输出

Number is:  6
Factorial of 6 is: 720

// C++ Code for Tower of Hanoi
#include <iostream>
#include <array>
#include <algorithm>
const int MAX = 10;
std::array<int, MAX> list = {1, 8, 4, 6, 0, 3, 5, 2, 7, 9};
void display() {
   std::cout << "[";
   // navigate through all items 
   for (int i = 0; i < MAX; i++) {
      std::cout << list[i] << " ";
   }	
   std::cout << "]\n";
}
void bubbleSort() {
   int temp;
   bool swapped = false;       
   // loop through all numbers 
   for (int i = 0; i < MAX - 1; i++) { 
      swapped = false;		
      // loop through numbers falling ahead 
      for (int j = 0; j < MAX - 1 - i; j++) {
         std::cout << "Items compared: [" << list[j] << ", " << list[j+1] << "] ";
         // check if next number is lesser than current no
         // swap the numbers. 
         // (Bubble up the highest number) 		
         if (list[j] > list[j+1]) {
            std::swap(list[j], list[j+1]);
            swapped = true;
            std::cout << "=> swapped [" << list[j] << ", " << list[j+1] << "]\n";
         } else {
            std::cout << "=> not swapped\n";
         }
      }
      // if no number was swapped that means 
      // array is sorted now, break the loop. 
      if (!swapped) {
         break;
      }  
      std::cout << "Iteration " << (i+1) << "#: "; 
      display();                     
   }    
}
int main() {
   std::cout << "Input Array: ";
   display();
   std::cout << "\n";
   bubbleSort();
   std::cout << "\nOutput Array: ";
   display();
   return 0;
}

输出

Input Array: [1 8 4 6 0 3 5 2 7 9 ]

Items compared: [1, 8] => not swapped
Items compared: [8, 4] => swapped [4, 8]
Items compared: [8, 6] => swapped [6, 8]
Items compared: [8, 0] => swapped [0, 8]
Items compared: [8, 3] => swapped [3, 8]
Items compared: [8, 5] => swapped [5, 8]
Items compared: [8, 2] => swapped [2, 8]
Items compared: [8, 7] => swapped [7, 8]
Items compared: [8, 9] => not swapped
Iteration 1#: [1 4 6 0 3 5 2 7 8 9 ]
Items compared: [1, 4] => not swapped
Items compared: [4, 6] => not swapped
Items compared: [6, 0] => swapped [0, 6]
Items compared: [6, 3] => swapped [3, 6]
Items compared: [6, 5] => swapped [5, 6]
Items compared: [6, 2] => swapped [2, 6]
Items compared: [6, 7] => not swapped
Items compared: [7, 8] => not swapped
Iteration 2#: [1 4 0 3 5 2 6 7 8 9 ]
Items compared: [1, 4] => not swapped
Items compared: [4, 0] => swapped [0, 4]
Items compared: [4, 3] => swapped [3, 4]
Items compared: [4, 5] => not swapped
Items compared: [5, 2] => swapped [2, 5]
Items compared: [5, 6] => not swapped
Items compared: [6, 7] => not swapped
Iteration 3#: [1 0 3 4 2 5 6 7 8 9 ]
Items compared: [1, 0] => swapped [0, 1]
Items compared: [1, 3] => not swapped
Items compared: [3, 4] => not swapped
Items compared: [4, 2] => swapped [2, 4]
Items compared: [4, 5] => not swapped
Items compared: [5, 6] => not swapped
Iteration 4#: [0 1 3 2 4 5 6 7 8 9 ]
Items compared: [0, 1] => not swapped
Items compared: [1, 3] => not swapped
Items compared: [3, 2] => swapped [2, 3]
Items compared: [3, 4] => not swapped
Items compared: [4, 5] => not swapped
Iteration 5#: [0 1 2 3 4 5 6 7 8 9 ]
Items compared: [0, 1] => not swapped
Items compared: [1, 2] => not swapped
Items compared: [2, 3] => not swapped
Items compared: [3, 4] => not swapped

Output Array: [0 1 2 3 4 5 6 7 8 9 ]

//Java Code for Tower of Hanoi
import java.util.Arrays;
public class BubbleSort {
    public static final int MAX = 10;
    public static int[] list = {1, 8, 4, 6, 0, 3, 5, 2, 7, 9};
    public static void display() {
        System.out.print("[");
        // navigate through all items
        for (int i = 0; i < MAX; i++) {
            System.out.print(list[i] + " ");
        }
        System.out.println("]");
    }
    public static void bubbleSort() {
        boolean swapped;
        // loop through all numbers
        for (int i = 0; i < MAX - 1; i++) {
            swapped = false;
            // loop through numbers falling ahead
            for (int j = 0; j < MAX - 1 - i; j++) {
                System.out.print("Items compared: [" + list[j] + ", " + list[j + 1] + "] ");
                // check if next number is lesser than current no
                // swap the numbers.
                // (Bubble up the highest number)
                if (list[j] > list[j + 1]) {
                    int temp = list[j];
                    list[j] = list[j + 1];
                    list[j + 1] = temp;
                    swapped = true;
                    System.out.println("=> swapped [" + list[j] + ", " + list[j + 1] + "]");
                } else {
                    System.out.println("=> not swapped");
                }
            }
            // if no number was swapped that means
            // array is sorted now, break the loop.
            if (!swapped) {
                break;
            }
            System.out.print("Iteration " + (i + 1) + "#: ");
            display();
        }
    }
    public static void main(String[] args) {
        System.out.print("Input Array: ");
        display();
        System.out.println();
        bubbleSort();
        System.out.print("\nOutput Array: ");
        display();
    }
}

输出

Input Array: [1 8 4 6 0 3 5 2 7 9 ]
Items compared: [1, 8] => not swapped
Items compared: [8, 4] => swapped [4, 8]
Items compared: [8, 6] => swapped [6, 8]
Items compared: [8, 0] => swapped [0, 8]
Items compared: [8, 3] => swapped [3, 8]
Items compared: [8, 5] => swapped [5, 8]
Items compared: [8, 2] => swapped [2, 8]
Items compared: [8, 7] => swapped [7, 8]
Items compared: [8, 9] => not swapped
Iteration 1#: [1 4 6 0 3 5 2 7 8 9 ]
Items compared: [1, 4] => not swapped
Items compared: [4, 6] => not swapped
Items compared: [6, 0] => swapped [0, 6]
Items compared: [6, 3] => swapped [3, 6]
Items compared: [6, 5] => swapped [5, 6]
Items compared: [6, 2] => swapped [2, 6]
Items compared: [6, 7] => not swapped
Items compared: [7, 8] => not swapped
Iteration 2#: [1 4 0 3 5 2 6 7 8 9 ]
Items compared: [1, 4] => not swapped
Items compared: [4, 0] => swapped [0, 4]
Items compared: [4, 3] => swapped [3, 4]
Items compared: [4, 5] => not swapped
Items compared: [5, 2] => swapped [2, 5]
Items compared: [5, 6] => not swapped
Items compared: [6, 7] => not swapped
Iteration 3#: [1 0 3 4 2 5 6 7 8 9 ]
Items compared: [1, 0] => swapped [0, 1]
Items compared: [1, 3] => not swapped
Items compared: [3, 4] => not swapped
Items compared: [4, 2] => swapped [2, 4]
Items compared: [4, 5] => not swapped
Items compared: [5, 6] => not swapped
Iteration 4#: [0 1 3 2 4 5 6 7 8 9 ]
Items compared: [0, 1] => not swapped
Items compared: [1, 3] => not swapped
Items compared: [3, 2] => swapped [2, 3]
Items compared: [3, 4] => not swapped
Items compared: [4, 5] => not swapped
Iteration 5#: [0 1 2 3 4 5 6 7 8 9 ]
Items compared: [0, 1] => not swapped
Items compared: [1, 2] => not swapped
Items compared: [2, 3] => not swapped
Items compared: [3, 4] => not swapped
Output Array: [0 1 2 3 4 5 6 7 8 9 ]

#Python Code for Tower of Hanoi
MAX = 10
list = [1, 8, 4, 6, 0, 3, 5, 2, 7, 9]
def display():
    print("[", end="")
    # navigate through all items
    for i in range(MAX):
        print(list[i], end=" ")
    print("]")
def bubbleSort():
    swapped = False
    # loop through all numbers
    for i in range(MAX - 1):
        swapped = False
        # loop through numbers falling ahead
        for j in range(MAX - 1 - i):
            print("Items compared: [",
                  list[j],
                  ", ",
                  list[j + 1],
                  "] ",
                  end="")
            # check if next number is lesser than the current number
            # swap the numbers.
            # (Bubble up the highest number)
            if list[j] > list[j + 1]:
                temp = list[j]
                list[j] = list[j + 1]
                list[j + 1] = temp
                swapped = True
                print("=> swapped [", list[j], ", ", list[j + 1], "]")
            else:
                print("=> not swapped")
        # if no number was swapped, the array is sorted now, break the loop
        if not swapped:
            break
        print("Iteration", (i + 1), "#: ", end="")
        display()
print("Input Array: ", end="")
display()
print()
bubbleSort()
print("\nOutput Array: ", end="")
display()

输出

Input Array: [1 8 4 6 0 3 5 2 7 9 ]
Items compared: [ 1 ,  8 ] => not swapped
Items compared: [ 8 ,  4 ] => swapped [ 4 ,  8 ]
Items compared: [ 8 ,  6 ] => swapped [ 6 ,  8 ]
Items compared: [ 8 ,  0 ] => swapped [ 0 ,  8 ]
Items compared: [ 8 ,  3 ] => swapped [ 3 ,  8 ]
Items compared: [ 8 ,  5 ] => swapped [ 5 ,  8 ]
Items compared: [ 8 ,  2 ] => swapped [ 2 ,  8 ]
Items compared: [ 8 ,  7 ] => swapped [ 7 ,  8 ]
Items compared: [ 8 ,  9 ] => not swapped
Iteration 1 #: [1 4 6 0 3 5 2 7 8 9 ]
Items compared: [ 1 ,  4 ] => not swapped
Items compared: [ 4 ,  6 ] => not swapped
Items compared: [ 6 ,  0 ] => swapped [ 0 ,  6 ]
Items compared: [ 6 ,  3 ] => swapped [ 3 ,  6 ]
Items compared: [ 6 ,  5 ] => swapped [ 5 ,  6 ]
Items compared: [ 6 ,  2 ] => swapped [ 2 ,  6 ]
Items compared: [ 6 ,  7 ] => not swapped
Items compared: [ 7 ,  8 ] => not swapped
Iteration 2 #: [1 4 0 3 5 2 6 7 8 9 ]
Items compared: [ 1 ,  4 ] => not swapped
Items compared: [ 4 ,  0 ] => swapped [ 0 ,  4 ]
Items compared: [ 4 ,  3 ] => swapped [ 3 ,  4 ]
Items compared: [ 4 ,  5 ] => not swapped
Items compared: [ 5 ,  2 ] => swapped [ 2 ,  5 ]
Items compared: [ 5 ,  6 ] => not swapped
Items compared: [ 6 ,  7 ] => not swapped
Iteration 3 #: [1 0 3 4 2 5 6 7 8 9 ]
Items compared: [ 1 ,  0 ] => swapped [ 0 ,  1 ]
Items compared: [ 1 ,  3 ] => not swapped
Items compared: [ 3 ,  4 ] => not swapped
Items compared: [ 4 ,  2 ] => swapped [ 2 ,  4 ]
Items compared: [ 4 ,  5 ] => not swapped
Items compared: [ 5 ,  6 ] => not swapped
Iteration 4 #: [0 1 3 2 4 5 6 7 8 9 ]
Items compared: [ 0 ,  1 ] => not swapped
Items compared: [ 1 ,  3 ] => not swapped
Items compared: [ 3 ,  2 ] => swapped [ 2 ,  3 ]
Items compared: [ 3 ,  4 ] => not swapped
Items compared: [ 4 ,  5 ] => not swapped
Iteration 5 #: [0 1 2 3 4 5 6 7 8 9 ]
Items compared: [ 0 ,  1 ] => not swapped
Items compared: [ 1 ,  2 ] => not swapped
Items compared: [ 2 ,  3 ] => not swapped
Items compared: [ 3 ,  4 ] => not swapped

Output Array: [0 1 2 3 4 5 6 7 8 9 ]

// C++ Code for Fibonacci series
#include <iostream>
int factorial(int n) {
   //base case
   if(n == 0) {
      return 1;
   } else {
      return n * factorial(n-1);
   }
}
int fibbonacci(int n) {
   if(n == 0){
      return 0;
   } else if(n == 1) {
      return 1;
   } else {
      return (fibbonacci(n-1) + fibbonacci(n-2));
   }
}
int main() {
   int n = 5;
   int i;
   std::cout << "Factorial of " << n << ": " << factorial(n) << std::endl;
   std::cout << "Fibbonacci of " << n << ": ";
   for(i = 0;i<n;i++) {
      std::cout << fibbonacci(i) << " ";            
   }
}

输出

Factorial of 5: 120
Fibbonacci of 5: 0 1 1 2 3 

// Java Code for Fibonacci series
public class Fibonacci {
    public static int factorial(int n) {
        // base case
        if (n == 0) {
            return 1;
        } else {
            return n * factorial(n - 1);
        }
    }
    public static int fibonacci(int n) {
        if (n == 0) {
            return 0;
        } else if (n == 1) {
            return 1;
        } else {
            return fibonacci(n - 1) + fibonacci(n - 2);
        }
    }
    public static void main(String[] args) {
        int n = 5;
        int i;
        System.out.println("Factorial of " + n + ": " + factorial(n));
        System.out.print("Fibonacci of " + n + ": ");

        for (i = 0; i < n; i++) {
            System.out.print(fibonacci(i) + " ");
        }
    }

输出

Factorial of 5: 120
Fibonacci of 5: 0 1 1 2 3 

#Python code for fibonacci Series
def factorial(n):
   # base case
   if n == 0:
      return 1
   else:
      return n * factorial(n-1)

def fibonacci(n):
   if n == 0:
      return 0
   elif n == 1:
      return 1
   else:
      return fibonacci(n-1) + fibonacci(n-2)

if __name__ == "__main__":
   n = 5
   print("Factorial of", n, ":", factorial(n))
   print("Fibonacci of", n, ": ")
   for i in range(n):
      print(fibonacci(i))

输出

Factorial of 5 : 120
Fibonacci of 5 : 
0
1
1
2
3