Check the difficulty of problems
Time Limit: 2000MS | Memory Limit: 65536K | |
Total Submissions: 4700 | Accepted: 2057 |
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?
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
思路: 概率dp。
dp[i][j][k] 表示第i个人前j个题做对k个的概率。
dp[i][j][k] = dp[i][j-1][k]*(1-g[i][j]) + dp[i][j][k-1]*g[i][j];
1 /*====================================================================== 2 * Author : kevin 3 * Filename : CheckTheDifficultOfProblem.cpp 4 * Creat time : 2014-07-25 10:33 5 * Description : 6 ========================================================================*/ 7 #include <iostream> 8 #include <algorithm> 9 #include <cstdio> 10 #include <cstring> 11 #include <queue> 12 #include <cmath> 13 #define clr(a,b) memset(a,b,sizeof(a)) 14 #define M 1005 15 using namespace std; 16 double g[M][35],dp[M][35][35]; 17 int main(int argc,char *argv[]) 18 { 19 int n,t,m; 20 while(scanf("%d%d%d",&n,&t,&m), n | t | m){ 21 for(int i = 0; i < t; i++){ 22 for(int j = 1; j <= n; j++){ 23 scanf("%lf",&g[i][j]); 24 } 25 } 26 clr(dp,0); 27 for(int i = 0; i < t; i++){ 28 dp[i][0][0] = 1; 29 for(int j = 1; j <= n; j++){ 30 dp[i][j][0] = dp[i][j-1][0] * (1-g[i][j]); 31 for(int k = 1; k <= j; k++){ 32 dp[i][j][k] = dp[i][j-1][k]*(1-g[i][j])+dp[i][j-1][k-1]*g[i][j]; 33 } 34 } 35 } 36 double s = 1; 37 for(int i = 0; i < t; i++){ 38 s *= (1-dp[i][n][0]); 39 } 40 double ss = 1; 41 for(int i = 0; i < t; i++){ 42 double tem = 0; 43 for(int j = 1; j < m; j++){ 44 tem += dp[i][n][j]; 45 } 46 ss *= tem; 47 } 48 s -= ss; 49 printf("%.3lf ",s); 50 } 51 return 0; 52 }