C语言实现最短路问题的算法

Python012

C语言实现最短路问题的算法,第1张

#i nclude<stdio.h>

#i nclude <stdlib.h>

//Dijkstra算法实现函数

void Dijkstra(int n,int v,int dist[],int prev[],int **cost)

{

int i

int j

int maxint = 65535//定义一个最大的数值,作为不相连的两个节点代价权值

int *s //定义具有最短路径的节点子集s

s = (int *)malloc(sizeof(int) * n)

//初始化最小路径代价和前一跳节点值

for (i = 1i <= ni++)

{

dist[i] = cost[v][i]

s[i] = 0

if (dist[i] == maxint)

{

prev[i] = 0

}

else

{

prev[i] = v

}

}

dist[v] = 0

s[v] = 1//源节点作为最初的s子集

for (i = 1i <ni++)

{

int temp = maxint

int u = v

//加入具有最小代价的邻居节点到s子集

for (j = 1j <= nj++)

{

if ((!s[j]) &&(dist[j] <temp))

{

u = j

temp = dist[j]

}

}

s[u] = 1

//计算加入新的节点后,更新路径使得其产生代价最短

for (j = 1j <= nj++)

{

if ((!s[j]) &&(cost[u][j] <maxint))

{

int newdist = dist[u] + cost[u][j]

if (newdist <dist[j])

{

dist[j] = newdist

prev[j] = u

}

}

}

}

}

//展示最佳路径函数

void ShowPath(int n,int v,int u,int *dist,int *prev)

{

int j = 0

int w = u

int count = 0

int *way

way=(int *)malloc(sizeof(int)*(n+1))

//回溯路径

while (w != v)

{

count++

way[count] = prev[w]

w = prev[w]

}

//输出路径

printf("the best path is:\n")

for (j = countj >= 1j--)

{

printf("%d ->",way[j])

}

printf("%d\n",u)

}

//主函数,主要做输入输出工作

void main()

{

int i,j,t

int n,v,u

int **cost//代价矩阵

int *dist//最短路径代价

int *prev//前一跳节点空间

printf("please input the node number: ")

scanf("%d",&n)

printf("please input the cost status:\n")

cost=(int **)malloc(sizeof(int)*(n+1))

for (i = 1i <= ni++)

{

cost[i]=(int *)malloc(sizeof(int)*(n+1))

}

//输入代价矩阵

for (j = 1j <= nj++)

{

for (t = 1t <= nt++)

{

scanf("%d",&cost[j][t])

}

}

dist = (int *)malloc(sizeof(int)*n)

prev = (int *)malloc(sizeof(int)*n)

printf("please input the source node: ")

scanf("%d",&v)

//调用dijkstra算法

Dijkstra(n, v, dist, prev, cost)

printf("*****************************\n")

printf("have confirm the best path\n")

printf("*****************************\n")

for(i = 1i <= n i++)

{

if(i!=v)

{

printf("the distance cost from node %d to node %d is %d\n",v,i,dist[i])

printf("the pre-node of node %d is node %d \n",i,prev[i])

ShowPath(n,v,i, dist, prev)

}

}

}

int main()

{

int G[100][100] = {}

//一个记录图的邻接矩阵

int a, b, w

//输入一共有7条边, 5个点

int i, j, k

for(i = 1i <= 5i++)

for(j = 1j <= 5j++)

G[i][j] = 9999999

for(i = 1i <= 7i++)

{

scanf("%d %d %d", &a, &b, &w)//输入每条边的信息,a和b代表这条边的两个顶点w代表两个点的距离

G[a][b] = w

G[b][a] = w

}

for(k = 1k <= 5k++)

for(i = 1i <= 5i++)

for(j = 1j <= 5j++)

if(G[i][j] >G[i][k] + G[k][j])

G[i][j] = G[i][k] + G[k][j]

printf("%d", G[1][4])//输出两点之间的最短路,这里的两个点是3和5

return 0

}

G[i][j]代表i到j的距离,甲,乙,丙,丁,戊用1,2,3,4,5代替

如果你还不懂的话,就看一些关于图论的问题,这个最短路是图论中的一个经典题