Check the difficulty of problems
Time Limit: 2000MS | Memory Limit: 65536K | |
Total Submissions: 3191 | Accepted: 1416 |
Description
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 0
Sample Output
0.972
Source
POJ Monthly,鲁小石 以其把这题归入概率DP,不如就归入DP类。因为此题虽然是求概率,但是和其他的概率DP不同。做法就是简单的DP做法。 解释见注释:
/* POJ 2151 题意: ACM比赛中,共M道题,T个队,pij表示第i队解出第j题的概率 问 每队至少解出一题且冠军队至少解出N道题的概率。 解析:DP 设dp[i][j][k]表示第i个队在前j道题中解出k道的概率 则: dp[i][j][k]=dp[i][j-1][k-1]*p[j][k]+dp[i][j-1][k]*(1-p[j][k]); 先初始化算出dp[i][0][0]和dp[i][j][0]; 设s[i][k]表示第i队做出的题小于等于k的概率 则s[i][k]=dp[i][M][0]+dp[i][M][1]+``````+dp[i][M][k]; 则每个队至少做出一道题概率为P1=(1-s[1][0])*(1-s[2][0])*```(1-s[T][0]); 每个队做出的题数都在1~N-1的概率为P2=(s[1][N-1]-s[1][0])*(s[2][N-1]-s[2][0])*```(s[T][N-1]-s[T][0]); 最后的答案就是P1-P2 */ #include<stdio.h> #include<string.h> #include<algorithm> #include<iostream> #include<math.h> using namespace std; double dp[1010][50][50]; double s[1010][50]; double p[1010][50]; int main() { int M,N,T; while(scanf("%d%d%d",&M,&T,&N)!=EOF) { if(M==0&&T==0&&N==0)break; for(int i=1;i<=T;i++) for(int j=1;j<=M;j++) scanf("%lf",&p[i][j]); 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 j=1;j<=M;j++) for(int k=1;k<=j;k++) dp[i][j][k]=dp[i][j-1][k-1]*p[i][j]+dp[i][j-1][k]*(1-p[i][j]); s[i][0]=dp[i][M][0]; for(int k=1;k<=M;k++)s[i][k]=s[i][k-1]+dp[i][M][k]; } double P1=1; double P2=1; for(int i=1;i<=T;i++) { P1*=(1-s[i][0]); P2*=(s[i][N-1]-s[i][0]); } printf("%.3lf\n",P1-P2); } return 0; }