【POJ - 2151】Check the difficulty of problems(概率dp)
????題干:
Organizing a programming contest is not an easy job. To avoid making the problems too difficult, the organizer usually expect the contest result satisfy the following two terms:?
1. All of the teams solve at least one problem.?
2. The champion (One of those teams that solve the most problems) solves at least a certain number of problems.?
Now the organizer has studied out the contest problems, and through the result of preliminary contest, the organizer can estimate the probability that a certain team can successfully solve a certain problem.?
Given the number of contest problems M, the number of teams T, and the number of problems N that the organizer expect the champion solve at least. We also assume that team i solves problem j with the probability Pij (1 <= i <= T, 1<= j <= M). Well, can you calculate the probability that all of the teams solve at least one problem, and at the same time the champion team solves at least N problems??
Input
The input consists of several test cases. The first line of each test case contains three integers M (0 < M <= 30), T (1 < T <= 1000) and N (0 < N <= M). Each of the following T lines contains M floating-point numbers in the range of [0,1]. In these T lines, the j-th number in the i-th line is just Pij. A test case of M = T = N = 0 indicates the end of input, and should not be processed.
Output
For each test case, please output the answer in a separate line. The result should be rounded to three digits after the decimal point.
Sample Input
2 2 2 0.9 0.9 1 0.9 0 0 0Sample Output
0.972題目大意:
ACM比賽中,共M道題,T個隊,pij表示第i隊解出第j題的概率,問 每隊至少解出一題且冠軍隊至少解出N道題的概率。
解題報告:
假設ans1為每個隊至少解出一題的概率。
假設ans2為每個隊解出的題數均在 [1.n-1] 之間的概率。
這樣最終答案就是ans1-ans2。
ans1可以在讀入的數據中預處理出來,ans2通過dp求解。
dp[i][j][k]表示第i個隊在第j個題中解出k個題的概率。
求出后累加一下就好了。注意別忘dp[][j][0]需要單獨處理。
AC代碼:
#include<cstdio> #include<iostream> #include<algorithm> #include<queue> #include<stack> #include<map> #include<vector> #include<set> #include<string> #include<cmath> #include<cstring> #define FF first #define SS second #define ll long long #define pb push_back #define pm make_pair using namespace std; typedef pair<int,int> PII; const int MAX = 2e5 + 5; int m,t,n;//m<=30,t<=1000 double p[1005][33]; double dp[1005][33][33];//dp[i][j][k]第i個隊在第j個題中解出k個題的概率 double po,ans1,ans2;//ans1是所有人都做出一個題的概率 int main() {while(~scanf("%d%d%d",&m,&t,&n) && m+t+n) {ans1=ans2=1;for(int i = 1; i<=t; i++) {po=1;for(int j = 1; j<=m; j++) scanf("%lf",&p[i][j]),po *= (1-p[i][j]);ans1 *= (1-po);}for(int i = 1; i<=t; i++) {dp[i][0][0]=1;for(int j = 1; j<=m; j++) {dp[i][j][0] = dp[i][j-1][0]*(1-p[i][j]);for(int k = 1; k<=m; k++) dp[i][j][k] = dp[i][j-1][k]*(1-p[i][j]) + dp[i][j-1][k-1]*p[i][j];}}for(int i = 1; i<=t; i++) {po=0;for(int j = 1; j<=n-1; j++) po += dp[i][m][j];ans2 *= po;}printf("%.3f\n",ans1-ans2);}return 0 ; }?
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