poj2151--Check the difficulty of problems(概率dp第四弹,复杂的计算)
Time Limit: 2000MS | Memory Limit: 65536K | |
Total Submissions: 5009 | Accepted: 2206 |
Description
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
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
Sample Input
- 2 2 2
- 0.9 0.9
- 1 0.9
- 0 0 0
Sample Output
- 0.972
题目:给出m个题,t个队伍,和每一个队伍做对每一个题的概率,问每一个队都做出题目,且有做对n或n以上题目的队的概率是多少?
转化。问题能够转化为:每一个队都做出1题或1题以上的概率 - 每一个队都做出1题到n-1题内的概率。
求每一个队做对k个题的概率。
dp[i][j][k]表示第i个队在前j个题目中做对k个的概率。
首先dp[i][0][0] = 1.0 , 求解出dp[i][m][k]得到我们要求的概率
- #include <cstdio>
- #include <cstring>
- #include <algorithm>
- using namespace std;
- double dp[1005][32][32] ;
- double p[1005][32] , p1 , p2 , temp ;
- int main()
- {
- int i , j , k , m , n , t ;
- while(scanf("%d %d %d", &m, &t, &n) && m+t+n != 0)
- {
- for(i = 1 ; i <= t ; i++)
- for(j = 1 ; j <= m ; j++)
- scanf("%lf", &p[i][j]);
- memset(dp,0,sizeof(dp));
- for(i = 1 ; i <= t ; i++)
- {
- dp[i][0][0] = 1.0 ;
- for(j = 1 ; j <= m ; j++)
- {
- for(k = 0 ; k <= j ; k++)
- {
- if( k != 0 )
- dp[i][j][k] += dp[i][j-1][k-1] * p[i][j] ;
- if( k != j )
- dp[i][j][k] += dp[i][j-1][k] * ( 1.0 - p[i][j] ) ;
- //printf("%.2lf ", dp[i][j][k]) ;
- }
- //printf("\n");
- }
- //printf("**\n");
- }
- p1 = p2 = 1.0 ;
- for(i = 1 ; i <= t ; i++)
- {
- p1 *= ( 1.0 - dp[i][m][0] ) ;
- temp = 0.0 ;
- for(k = 1 ; k < n ; k++)
- temp += dp[i][m][k] ;
- p2 *= temp ;
- }
- printf("%.3lf\n", p1-p2);
- }
- return 0;
- }
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