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  • Hdu 5001 Walk 概率dp

    Walk

    Time Limit: 1 Sec  

    Memory Limit: 256 MB

    题目连接

    http://acm.hdu.edu.cn/showproblem.php?pid=5001

    Description

    I used to think I could be anything, but now I know that I couldn't do anything. So I started traveling.

    The nation looks like a connected bidirectional graph, and I am randomly walking on it. It means when I am at node i, I will travel to an adjacent node with the same probability in the next step. I will pick up the start node randomly (each node in the graph has the same probability.), and travel for d steps, noting that I may go through some nodes multiple times.

    If I miss some sights at a node, it will make me unhappy. So I wonder for each node, what is the probability that my path doesn't contain it.

    Input

    The first line contains an integer T, denoting the number of the test cases.

    For each test case, the first line contains 3 integers n, m and d, denoting the number of vertices, the number of edges and the number of steps respectively. Then m lines follows, each containing two integers a and b, denoting there is an edge between node a and node b.

    T<=20, n<=50, n-1<=m<=n*(n-1)/2, 1<=d<=10000. There is no self-loops or multiple edges in the graph, and the graph is connected. The nodes are indexed from 1.

    Output

    For each test cases, output n lines, the i-th line containing the desired probability for the i-th node.

    Your answer will be accepted if its absolute error doesn't exceed 1e-5.

    Sample Input

    2 5 10 100 1 2 2 3 3 4 4 5 1 5 2 4 3 5 2 5 1 4 1 3 10 10 10 1 2 2 3 3 4 4 5 5 6 6 7 7 8 8 9 9 10 4 9

    Sample Output

    0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.0000000000 0.6993317967 0.5864284952 0.4440860821 0.2275896991 0.4294074591 0.4851048742 0.4896018842 0.4525044250 0.3406567483 0.6421630037

    HINT

    题意

    随机走d步,请问没有经过i点的概率是多少

    题解:

    数据范围很小咯,点很少,那就直接暴力DP就好了

    dp[i][j][k]表示没有经过k点,走了i步,现在在j点的位置

    代码:

    //qscqesze
    #include <cstdio>
    #include <cmath>
    #include <cstring>
    #include <ctime>
    #include <iostream>
    #include <algorithm>
    #include <set>
    #include <bitset>
    #include <vector>
    #include <sstream>
    #include <queue>
    #include <typeinfo>
    #include <fstream>
    #include <map>
    #include <stack>
    typedef long long ll;
    using namespace std;
    //freopen("D.in","r",stdin);
    //freopen("D.out","w",stdout);
    #define sspeed ios_base::sync_with_stdio(0);cin.tie(0)
    #define maxn 200500
    #define mod 1001
    #define eps 1e-9
    #define pi 3.1415926
    int Num;
    //const int inf=0x7fffffff;
    const ll inf=999999999;
    inline ll read()
    {
        ll x=0,f=1;char ch=getchar();
        while(ch<'0'||ch>'9'){if(ch=='-')f=-1;ch=getchar();}
        while(ch>='0'&&ch<='9'){x=x*10+ch-'0';ch=getchar();}
        return x*f;
    }
    //*************************************************************************************
    
    vector<int> E[maxn];
    double dp[10100][101];
    int main()
    {
        int t = read();
        while(t--)
        {
            int n=read(),m=read(),d=read();
            for(int i=0;i<=n;i++)
                E[i].clear();
            for(int i=0;i<m;i++)
            {
                int x=read(),y=read();
                E[x].push_back(y);
                E[y].push_back(x);
            }
            for(int p=1;p<=n;p++)
            {
                memset(dp,0,sizeof(dp));
                for(int i=1;i<=n;i++)
                    dp[0][i]=1.0/n;
                for(int i=1;i<=d;i++)
                {
                    for(int j=1;j<=n;j++)
                    {
                        if(j==p)continue;
                        int N = E[j].size();
                        for(int k=0;k<E[j].size();k++)
                            dp[i][E[j][k]] += dp[i-1][j] * 1.0 / N;
                    }
                }
                double ans = 0;
                for(int i=1;i<=n;i++)
                {
                    if(i==p)continue;
                    ans += dp[d][i];
                }
                printf("%.6lf
    ",ans);
            }
        }
    }
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  • 原文地址:https://www.cnblogs.com/qscqesze/p/4793234.html
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