uva11090(二分spfa)

0 6

Problem G: Going in Cycle!!

Input: standard input

Output: standard output

 

You are given a weighted directed graph with n vertices and m edges. Each cycle in the graph has a weight, which equals to sum of its edges. There are so many cycles in the graph with different weights. In this problem we want to find a cycle with the minimum mean.

 

Input

The first line of input gives the number of cases, NN test cases follow. Each one starts with two numbers n and mm lines follow, each has three positive number a, b, c which means there is an edge from vertex a to b with weight of c.

 

Output

For each test case output one line containing “Case #x: ” followed by a number that is the lowest mean cycle in graph with 2 digits after decimal place, if there is a cycle. Otherwise print “No cycle found.”.

 

Constraints

-           n ≤ 50

-           a, b ≤ n

-           c ≤ 10000000

 

Sample Input

Output for Sample Input

2
2 1
1 2 1
2 2
1 2 2
2 1 3



题目大意:给定n个点m条边的加权有向图,求平均权值最小的回路

大体思路:使用二分法求解,对于每一个猜测值mid,只需要判断是否存在平均值小于mid的回路。如何判断呢?假设存在一个包含K条边的回路,回路上个条边的权值为w1,w2

,,wk,那么平均值小于mid意味着w1+w2+w3+.....<K*mid即:(w1-mid)+(w2-mid)+(w3-mid)+....+(wk-mid)<0;换句话说,只要把每条边(a,b)的权值w(a,b)换成w(a,b)-mid,再判断是否有负权的回路即可。



#include <iostream>
#include <stdio.h>
#include <stdlib.h>
#include<string.h>
#include<algorithm>
#include<math.h>
#include<queue>
using namespace std;
typedef long long ll;
double dis[100];
int cnt[100],m,n;
bool vis[100];
const int N=100;
int head[N];
int ip;
struct edgenode
{
    int to;
    double w;
    int next;
} tu[N*N];

void add(int u,int v,int w)
{
    tu[ip].to=v,tu[ip].w=w,tu[ip].next=head[u],head[u]=ip++;
}
bool spfa()
{
    queue<int>q;
    for(int i=1; i<=n; i++)
        dis[i]=0,cnt[i]=0,vis[i]=1,q.push(i);
    while(!q.empty())
    {
        int t=q.front();
        q.pop();
        vis[t]=0;
        for(int k=head[t]; k!=-1; k=tu[k].next)
            if(dis[t]+tu[k].w<dis[tu[k].to])
            {
                dis[tu[k].to]=dis[t]+tu[k].w;
                if(!vis[tu[k].to])
                {
                    vis[tu[k].to]=1;
                    q.push(tu[k].to);
                    if(++cnt[tu[k].to]>=n)
                        return 0;
                }
            }
    }
    return 1;
}

bool judge(double x)
{
    bool flag=0;
    for(int i=1; i<=n; i++)
        for(int k=head[i]; k!=-1; k=tu[k].next)
            tu[k].w-=x;
    if(!spfa())flag=1;
    for(int i=1; i<=n; i++)
        for(int k=head[i]; k!=-1; k=tu[k].next)
            tu[k].w+=x;
    return flag;
}

int main()
{
    int t,o=1;
    cin>>t;
    while(t--)
    {
        ip=0;
        memset(head,-1,sizeof(head));
        scanf("%d%d",&n,&m);
        memset(tu,-1,sizeof(tu));
        double l=999999999,r=0,mid;
        while(m--)
        {
            int a,b;
            double w;
            scanf("%d%d%lf",&a,&b,&w);
            add(a,b,w);
            l=min(l,w);
            r=max(r,w);
        }
        printf("Case #%d: ",o++);
        if(!judge(r+1))
            printf("No cycle found.\n");
        else
        {
            double s=1e-8;
            while((r-l)>s)
            {
                mid=(r+l)/2.0;
                if(judge(mid))
                    r=mid;
                else l=mid;
            }
            printf("%.2lf\n",r);
        }
    }
    return 0;
}




posted @ 2016-03-29 11:28  martinue  阅读(130)  评论(0编辑  收藏  举报