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  • Bag of mice(概率DP)

    Bag of mice

     CodeForces - 148D 

    The dragon and the princess are arguing about what to do on the New Year's Eve. The dragon suggests flying to the mountains to watch fairies dancing in the moonlight, while the princess thinks they should just go to bed early. They are desperate to come to an amicable agreement, so they decide to leave this up to chance.

    They take turns drawing a mouse from a bag which initially contains w white and bblack mice. The person who is the first to draw a white mouse wins. After each mouse drawn by the dragon the rest of mice in the bag panic, and one of them jumps out of the bag itself (the princess draws her mice carefully and doesn't scare other mice). Princess draws first. What is the probability of the princess winning?

    If there are no more mice in the bag and nobody has drawn a white mouse, the dragon wins. Mice which jump out of the bag themselves are not considered to be drawn (do not define the winner). Once a mouse has left the bag, it never returns to it. Every mouse is drawn from the bag with the same probability as every other one, and every mouse jumps out of the bag with the same probability as every other one.

    Input

    The only line of input data contains two integers w and b (0 ≤ w, b ≤ 1000).

    Output

    Output the probability of the princess winning. The answer is considered to be correct if its absolute or relative error does not exceed 10 - 9.

    Examples

    Input
    1 3
    Output
    0.500000000
    Input
    5 5
    Output
    0.658730159

    Note

    Let's go through the first sample. The probability of the princess drawing a white mouse on her first turn and winning right away is 1/4. The probability of the dragon drawing a black mouse and not winning on his first turn is 3/4 * 2/3 = 1/2. After this there are two mice left in the bag — one black and one white; one of them jumps out, and the other is drawn by the princess on her second turn. If the princess' mouse is white, she wins (probability is 1/2 * 1/2 = 1/4), otherwise nobody gets the white mouse, so according to the rule the dragon wins.

    题解:解析: 设dp[i][j]表示如今轮到王妃抓时有i仅仅白鼠,j仅仅黑鼠。王妃赢的概率 明显 dp[0][j]=0,0<=j<=b;由于没有白色老鼠了 dp[i][0]=1,1<=i<=w;由于都是白色老鼠,抓一次肯定赢了。 dp[i][j]能够转化成下列四种状态:

    1、王妃抓到一仅仅白鼠,则王妃赢了,概率为i/(i+j);

    2、王妃抓到一仅仅黑鼠。龙抓到一仅仅白色,则王妃输了。概率为j/(i+j)*i/(i+j-1).

    3、王妃抓到一仅仅黑鼠,龙抓到一仅仅黑鼠。跑出来一仅仅黑鼠,则转移到dp[i][j-3]。 概率为j/(i+j)*(j-1)/(i+j-1)*(j-2)/(i+j-2);

    4、王妃抓到一仅仅黑鼠,龙抓到一仅仅黑鼠。跑出来一仅仅白鼠。则转移到dp[i-1][j-2]. 概率为j/(i+j)*(j-1)/(i+j-1)*i/(i+j-2);

    当然后面两种情况要保证合法。即第三种情况要至少3仅仅黑鼠,第四种情况要至少2仅仅白鼠

     1 #include<iostream>
     2 #include<cstdio>
     3 #include<cstring>
     4 #include<algorithm>
     5 using namespace std;
     6 const int maxn=1010;
     7 double dp[maxn][maxn];
     8 int n,m;
     9 int main()
    10 {
    11     while(~scanf("%d%d",&m,&n))
    12     {
    13         memset(dp,0,sizeof(dp));
    14         for(int i=1;i<=m;i++)
    15         {
    16             dp[i][0]=1;
    17         }
    18         for(int i=1;i<=m;i++)
    19         {
    20             for(int j=1;j<=n;j++)
    21             {
    22                 dp[i][j]+=(double)i/(i+j);
    23                 if(j>=3)
    24                 {
    25                     dp[i][j]+=(double)j/(i+j)*((double)(j-1)/(i+j-1))*((double)(j-2)/(i+j-2))*dp[i][j-3];
    26                 }
    27                 if(j>=2)
    28                 {
    29                     dp[i][j]+=(double)j/(i+j)*((double)(j-1)/(i+j-1))*((double)i/(i+j-2))*dp[i-1][j-2];
    30                 }
    31             }
    32         }
    33          printf("%.9f
    ",dp[m][n]);
    34     }
    35 }
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  • 原文地址:https://www.cnblogs.com/1013star/p/10361574.html
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