算法设计和分析(Prim算法构建最小生成树)

问题:

给定无向图G(N,M)表明图G有N个顶点,M条边,通过Prim算法构造一个最小生成树

分析:

算法流程:

构造好的最小生成树就是step6

运行代码:

#include<cstdio>
#include<string.h>
#include<algorithm>
#include<cmath>
#include<iostream>
#include<vector>
#include<queue>
#include<set>
#include<map>
#include<cctype>
#include<stack>
#define ios ios::sync_with_stdio(false),cin.tie(0),cout.tie(0)
#define mem(a,x) memset(a,x,sizeof(a))
#define lson rt<<1,l,mid
#define rson rt<<1|1,mid + 1,r
#define P pair<int,int>
#define ull unsigned long long
using namespace std;
typedef long long ll;
const int maxn = 100;
const ll mod = 998244353;
const int inf = 0x3f3f3f3f;
const long long INF = 0x3f3f3f3f3f3f3f3f;
const double eps = 1e-7;


int n, m;                                // 假设有n个点,m条边    
int edge[maxn][maxn];                    // 用邻接矩阵来存图
int vis[maxn];                            // 记录某点是否加入最小生成树中
int dist[maxn];                            // 记录最小生成树中每一个点邻接的最短边
int father[maxn];                        // 记录某点的父亲节点,记录构成最小生成树的边
int main()
{

    scanf("%d %d", &n, &m);
    memset(edge, inf, sizeof edge);        // 将临界矩阵初始化为inf ,edge[u][v] == inf 代表u和v不连通
    for (int i = 1; i <= n; ++i)        // 将数据进行初始化
    {
        vis[i] = false;                    
        father[i] = -1;                    
        dist[i] = inf;
        edge[i][i] = 0;
    }
    for (int i = 1; i <= m; ++i)
    {
        int u, v,val;
        scanf("%d %d %d", &u, &v,&val);                // 获取边的起点、终点和权值
        edge[u][v] = min(val , edge[u][v]);        
        edge[v][u] = min(val , edge[v][u]);            // 用邻接矩阵存图 , 对于起点和终点相同的边仅保留最小值即可
    }    
    vis[1] = true;                                    // 将1号点添加进最小生成树中,作为树根                        
    for (int i = 1; i <= n; ++i)
    {
        dist[i] = edge[1][i];
        father[i] = 1;
    }        
    father[1] = -1;                                    // 将树根的父亲节点设为-1
    for (int i = 1; i <= n; ++i)
    {
        int v = -1;
        int tmp = inf;
        for (int j = 1; j <= n; ++j)                // 在最小生成树之外寻找最短路径
        {
            if (!vis[j] && dist[j] < tmp)
            {
                v = j;
                tmp = dist[j];
            }
        }
        vis[v] = true;                                // 将寻找到的最短路径的终点加入最小生成树中
        for (int j = 1; j <= n; ++j)
        {
            if (!vis[j] && edge[v][j] < dist[j])    // 在有新的点加入最小生成树之后,要更新dist中的值
            {
                dist[j] = edge[v][j];
                father[j] = v;
            }
        }
    }
    int sum = 0;
    for (int i = 1; i <= n; ++i) sum += dist[i];    //输出最小生成树的权值和,以及构成最小生成树的边
    printf("最小生成树的权值是:%d
", sum);
    printf("构成最小生成树的边为:
");
    for (int i = 1; i <= n; ++i)
    {
        if (father[i] != -1)
        {
            printf("%d %d
", father[i], i);
        }
    }
    return 0;
}

/*
6 9
1 5 1
1 6 2
1 2 3
2 6 4
2 3 5
3 6 6
3 4 7
4 6 8
4 5 9

样例

*/
Prim
原文地址:https://www.cnblogs.com/DreamACMer/p/12375400.html