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  • Codeforces Round #293 (Div. 2) D. Ilya and Escalator 概率DP

    D. Ilya and Escalator
    time limit per test
    2 seconds
    memory limit per test
    256 megabytes
    input
    standard input
    output
    standard output

    Ilya got tired of sports programming, left university and got a job in the subway. He was given the task to determine the escalator load factor.

    Let's assume that n people stand in the queue for the escalator. At each second one of the two following possibilities takes place: either the first person in the queue enters the escalator with probability p, or the first person in the queue doesn't move with probability (1 - p), paralyzed by his fear of escalators and making the whole queue wait behind him.

    Formally speaking, the i-th person in the queue cannot enter the escalator until people with indices from 1 to i - 1 inclusive enter it. In one second only one person can enter the escalator. The escalator is infinite, so if a person enters it, he never leaves it, that is he will be standing on the escalator at any following second. Ilya needs to count the expected value of the number of people standing on the escalator after t seconds.

    Your task is to help him solve this complicated task.

    Input

    The first line of the input contains three numbers n, p, t (1 ≤ n, t ≤ 2000, 0 ≤ p ≤ 1). Numbers n and t are integers, number p is real, given with exactly two digits after the decimal point.

    Output

    Print a single real number — the expected number of people who will be standing on the escalator after t seconds. The absolute or relative error mustn't exceed 10 - 6.

    Sample test(s)
    Input
    1 0.50 1
    Output
    0.5
    Input
    1 0.50 4
    Output
    0.9375
    Input
    4 0.20 2
    Output
    0.4
    题意:给你一个队列,然后每个时刻,有P的概率会离开一个人,然后问你在t时刻,离开人的期望是多少
    题解:dp[i][j]表示第i时刻有j个人离开
    转移方程:dp[i][j]=(1-p)*dp[i-1][j]+p*dp[i-1][j-1]
    double dp[maxn][maxn];//表示第i秒有j个人离开
    int main()
    {
            memset(dp,0,sizeof(dp));
            int n,t;
            double p;
            cin>>n>>p>>t;
            dp[0][0]=1;
            for(int i=1;i<=t;i++)
            {
                    dp[i][0]=(1-p)*dp[i-1][0];
                    for(int j=1;j<n;j++)
                    {
                            dp[i][j]=p*dp[i-1][j-1]+(1-p)*dp[i-1][j];
                    }
                    dp[i][n]=p*dp[i-1][n-1]+dp[i-1][n];
            }
            double ans=0;
            for(int i=0;i<=n;i++)
            {
                    ans+=i*dp[t][i];
            }
            printf("%.6f
    ",ans);
    }
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  • 原文地址:https://www.cnblogs.com/qscqesze/p/4305580.html
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