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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