最小生成树

一个有 n 个结点的连通图的生成树是原图的极小连通子图,且包含原图中的所有 n 个结点,并且有保持图连通的最少的边。最小生成树可以用kruskal(克鲁斯卡尔)算法或prim(普里姆)算法求出。

普里姆算法(Prim算法)

图例所示:

1)图中有6个顶点v1-v6,每条边的边权值都在图上;在进行prim算法时,我先随意选择一个顶点作为起始点,当然我们一般选择v1作为起始点,好,现在我们设U集合为当前所找到最小生成树里面的顶点,TE集合为所找到的边,现在状态如下:

U={v1}; TE={};

(2)现在查找一个顶点在U集合中,另一个顶点在V-U集合中的最小权值,如下图,在红线相交的线上找最小值。

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" alt="" />

通过图中我们可以看到边v1-v3的权值最小为1,那么将v3加入到U集合,(v1,v3)加入到TE,状态如下:

U={v1,v3}; TE={(v1,v3)};

(3)继续寻找,现在状态为U={v1,v3}; TE={(v1,v3)};在与红线相交的边上查找最小值。

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" alt="" />

我们可以找到最小的权值为(v3,v6)=4,那么我们将v6加入到U集合,并将最小边加入到TE集合,那么加入后状态如下:

U={v1,v3,v6}; TE={(v1,v3),(v3,v6)}; 如此循环一下直到找到所有顶点为止。

(4)下图像我们展示了全部的查找过程:

aaarticlea/png;base64,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alt="" />

相关题目:

       题目描述:
    某省调查乡村交通状况,得到的统计表中列出了任意两村庄间的距离。省政府“畅通工程”的目标是使全省任何两个村庄间都可以实现公路交通(但不一定有直接的公路相连,只要能间接通过公路可达即可),并要求铺设的公路总长度为最小。请计算最小的公路总长度。
 
 
输入:

测试输入包含若干测试用例。每个测试用例的第1行给出村庄数目N ( < 100 );随后的N(N-1)/2行对应村庄间的距离,每行给出一对正整数,分别是两个村庄的编号,以及此两村庄间的距离。为简单起见,村庄从1到N编号。
    当N为0时,输入结束,该用例不被处理。

输出:

对每个测试用例,在1行里输出最小的公路总长度。

样例输入:
3
1 2 1
1 3 2
2 3 4
4
1 2 1
1 3 4
1 4 1
2 3 3
2 4 2
3 4 5
0
样例输出:

3

5

实现算法(c++):
//Prim Algorithm
#include <iostream>
#include <fstream>
#include <cstring>
#include <queue>
#define CITY 101
#define INFINITE 0x7fffffff
using namespace std;
int dist[CITY][CITY];
int flag[CITY];
int cityNum;
int prim();
int visitedCount();
int main()
{
        //ifstream cin("input.txt");
        int i;
        while(cin>>cityNum)
        {
                if(cityNum==0)
                break;
                memset(dist,0,sizeof(dist));
                memset(flag,0,sizeof(flag));
                int terA,terB,distance;
                for(i=0;i<(cityNum*(cityNum-1)/2);i++)
                {
                        cin>>terA>>terB>>distance;
                        dist[terA][terB]=distance;
                        dist[terB][terA]=distance;
                }
                cout<<prim()<<endl;
        }
} int prim()
{
        int i,j;
        int newBegin,newEnd;
        int allDistance=0;
        flag[1]=1;
        while(visitedCount()<cityNum)
        {
                int min=INFINITE;
                for(i=1;i<=cityNum;i++)
                {
                        if(flag[i]==1)
                        {
                                for(j=1;j<=cityNum;j++)
                                {
                                        if(flag[j]==0)
                                        if(dist[i][j]<min)
                                        {
                                                min=dist[i][j];
                                                newBegin=i;
                                                newEnd=j;
                                        }
                                }
                        }
                }
                flag[newEnd]=1;
                allDistance+=dist[newBegin][newEnd];
        }
        return allDistance;
} int visitedCount()
{
        int i,sum=0;
        for(i=1;i<=cityNum;i++)
        if(flag[i]==1)
        sum++;
        return sum;
}
算法解析:
dist是二维数组,第i行第j列存储着第i个城市到第j个城市的距离。dist是一个对称矩阵。
cityNum是城市的数量;
用一个flag数组来存储每个城市是否已经被加入最小生成树中。
对于已经加入最小生成树的节点,其在flag数组中对应的项为1; 当加入树的节点的个数小于citynumber时
循环
将最小值清0;
{
对每个生成树中的城市i
{
在其他城市(未加入生成树)与第i个城市的距离中挑选最小值;
记录最小值
记录最小值对应的起始城市i;
记录最小值对应的终点城市j;
}
将城市j加入生成树;
最短距离+最小值成为新的最短距离;
}

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