C++ 程序在 DAG(有向无环图)中查找 SSSP(单源最短路径)
这是一个 C++ 程序,用于使用 Dijkstra 算法在 DAG(有向无环图)中查找 SSSP(单源最短路径),以从图中的第一个节点到每个其他节点的路径长度最短的方式展示每一对顶点。
算法
Begin Take the elements of the graph as input. function shortestpath(): Initialize the variables a[i] = 1 d[i] = 0 s[i].from = 0 Initialize a loop for i = 0 to 3 do if b[0][i] == 0 continue else d[i] = b[0][i] s[i].from = 0 done done Initialize a loop while (c < 4) initialize min = INFINITY for i = 0 to 3 do if min <= d[i] or d[i] == 0 or a[i] == 1 continue else if min > d[i] min = d[i] done for loop int k = 0 to 3 do if (min == d[k]) t = k break else continue done Initialize a[t] = 1 for j = 0 to 3 if a[j] == 1 or b[t][j] == 0 continue else if a[j] != 1 if d[j] > (d[t] + b[t][j]) d[j] = d[t] + b[t][j] s[i].from = t done Increment c done For loop i = 0 to 3 Print minimum cost from node1 to node2. done End
示例
#include <iostream> using namespace std; #define INFINITY 9999 struct node { int from; } s[4]; int c = 0; void djikstras(int *a, int b[][4], int *d) { int i = 0, j, min, t; a[i] = 1; d[i] = 0; s[i].from = 0; for (i = 0; i < 4;i++) { if (b[0][i] == 0) { continue; } else { d[i] = b[0][i]; s[i].from = 0; } } while (c < 4) { min = INFINITY; for (i = 0; i < 4; i++) { if (min <= d[i] || d[i] == 0 || a[i] == 1) { continue; } else if (min > d[i]) { min = d[i]; } } for (int k = 0; k < 4; k++) { if (min == d[k]) { t = k; break; } else { continue; } } a[t] = 1; for (j = 0; j < 4; j++) { if (a[j] == 1 || b[t][j] == 0) { continue; } else if (a[j] != 1) { if (d[j] > (d[t] + b[t][j])) { d[j] = d[t] + b[t][j]; s[i].from = t; } } } c++; } for (int i = 0; i < 4; i++) { cout<<"from node "<<s[i].from<<" cost is:"<<d[i]<<endl; } } int main() { int a[4]; int d[4]; for(int k = 0; k < 4; k++) { d[k] = INFINITY; } for (int i = 0; i < 4; i++) { a[i] = 0; } int b[4][4]; for (int i = 0;i < 4;i++) { cout<<"enter values for "<<(i+1)<<" row"<<endl; for(int j = 0;j < 4;j++) { cin>>b[i][j]; } } djikstras(a,b,d); }
输出
enter values for 1 row 0 1 3 2 enter values for 2 row 2 1 3 0 enter values for 3 row 2 3 0 1 enter values for 4 row 1 3 2 0 from node 0 cost is:0 from node 0 cost is:1 from node 0 cost is:3 from node 0 cost is:2
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