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  • (POJ 2096) Collecting Bugs(概率DP)

    Description

    Ivan is fond of collecting. Unlike other people who collect post stamps, coins or other material stuff, he collects software bugs. When Ivan gets a new program, he classifies all possible bugs into n categories. Each day he discovers exactly one bug in the program and adds information about it and its category into a spreadsheet. When he finds bugs in all bug categories, he calls the program disgusting, publishes this spreadsheet on his home page, and forgets completely about the program. 
    Two companies, Macrosoft and Microhard are in tight competition. Microhard wants to decrease sales of one Macrosoft program. They hire Ivan to prove that the program in question is disgusting. However, Ivan has a complicated problem. This new program has s subcomponents, and finding bugs of all types in each subcomponent would take too long before the target could be reached. So Ivan and Microhard agreed to use a simpler criteria --- Ivan should find at least one bug in each subsystem and at least one bug of each category. 
    Macrosoft knows about these plans and it wants to estimate the time that is required for Ivan to call its program disgusting. It's important because the company releases a new version soon, so it can correct its plans and release it quicker. Nobody would be interested in Ivan's opinion about the reliability of the obsolete version. 
    A bug found in the program can be of any category with equal probability. Similarly, the bug can be found in any given subsystem with equal probability. Any particular bug cannot belong to two different categories or happen simultaneously in two different subsystems. The number of bugs in the program is almost infinite, so the probability of finding a new bug of some category in some subsystem does not reduce after finding any number of bugs of that category in that subsystem. 
    Find an average time (in days of Ivan's work) required to name the program disgusting.

    Input

    Input file contains two integer numbers, n and s (0 < n, s <= 1 000).

    Output

    Output the expectation of the Ivan's working days needed to call the program disgusting, accurate to 4 digits after the decimal point.

    Sample Input

    1 2

    Sample Output

    3.0000

    本来自己想从dp[0][0]推到dp[n][s],结果写完之后发现输出不出来。手算了一下发现四个概率加起来不等于一。
    由此总结:期望题先找概率推导,这道题是一个状态可以转化为4个状态,计算的概率是以那“一个”状态为主的概率,关系的正推还是倒推无所谓。
    代码基本和大佬们的一样了~代码量较少的一道题,对入门者来说很考思维,建议好好想一下。
    #include<iostream>
    #include<cstdio>
    #include<vector>
    #include<set>
    #include<map>
    #include<string.h>
    #include<cmath>
    #include<algorithm>
    #include<queue>
    #include<stack>
    #define LL long long
    #define mod 1000000007
    #define inf 0x3f3f3f3f
    
    using namespace std;
    
    double dp[1010][1010];
    
    int main()
    {
        double n,s;
        while(~scanf("%lf%lf",&n,&s))
        {
            memset(dp,0,sizeof(dp));
            for(int i=n;i>=0;i--)
                for(int j=s;j>=0;j--)
                {
                    if(i==n&&j==s)
                        continue;
                    double p1=j*(n-i)*1.0;
                    double p2=i*(s-j)*1.0;
                    double p3=(n-i)*(s-j)*1.0;
                    double p4=n*s-i*j*1.0;
                    dp[i][j]=(p1*dp[i+1][j]+p2*dp[i][j+1]+p3*dp[i+1][j+1]+n*s)/p4;
                }
            printf("%.4lf
    ",dp[0][0]);
        }
        return 0;
    }
    此地非逐弃者之王座,彼方乃行愿者之归所。无限清澈,星界银波。
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  • 原文地址:https://www.cnblogs.com/brotherHaiNo1/p/8428906.html
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