poj2096--Collecting Bugs(概率dp第二彈,求期望)
Collecting Bugs
Time Limit: 10000MS
Memory Limit: 64000K
Total Submissions: 2678
Accepted: 1302
Case Time Limit: 2000MS
Special Judge
Description
Ivan is fond of collecting. Unlike other people who collect post stamps, coins or other material stuff, he collects software bugs. When Ivan gets a new program, he classifies all possible bugs into n categories. Each day he discovers exactly one bug in the
program and adds information about it and its category into a spreadsheet. When he finds bugs in all bug categories, he calls the program disgusting, publishes this spreadsheet on his home page, and forgets completely about the program.
Two companies, Macrosoft and Microhard are in tight competition. Microhard wants to decrease sales of one Macrosoft program. They hire Ivan to prove that the program in question is disgusting. However, Ivan has a complicated problem. This new program has s
subcomponents, and finding bugs of all types in each subcomponent would take too long before the target could be reached. So Ivan and Microhard agreed to use a simpler criteria --- Ivan should find at least one bug in each subsystem and at least one bug of
each category.
Macrosoft knows about these plans and it wants to estimate the time that is required for Ivan to call its program disgusting. It's important because the company releases a new version soon, so it can correct its plans and release it quicker. Nobody would be
interested in Ivan's opinion about the reliability of the obsolete version.
A bug found in the program can be of any category with equal probability. Similarly, the bug can be found in any given subsystem with equal probability. Any particular bug cannot belong to two different categories or happen simultaneously in two different subsystems.
The number of bugs in the program is almost infinite, so the probability of finding a new bug of some category in some subsystem does not reduce after finding any number of bugs of that category in that subsystem.
Find an average time (in days of Ivan's work) required to name the program disgusting.
Input
Input file contains two integer numbers, n and s (0 < n, s <= 1 000).
Output
Output the expectation of the Ivan's working days needed to call the program disgusting, accurate to 4 digits after the decimal point.
Sample Input
1 2
Sample Output
3.0000
Source
Northeastern Europe 2004, Northern Subregion
給出s個子程序,n種bug,每天可以找出一個bug,該bug是隨機的一種bug,在隨機的一個程序裡,問當找到n種bug,並且在每個程序中都找到過bug的期望。
dp[i][j],代表由已經在i個子程序中找到過j種bug到最後的期望,求得的dp[0][0]就是結果。
#include
#include
#include
using namespace std;
double dp[1200][1200] ;
int main()
{
int i , j , s , n ;
scanf("%d %d", &s, &n);
memset(dp,0,sizeof(dp));
for(i = s ; i >= 0 ; i--)
{
for(j = n ; j >= 0 ; j--)
{
if( i == s && j == n ) continue ;
else if( i == s )
dp[i][j] = ( (n-j)*1.0/n*dp[i][j+1] + 1.0 ) * n / (n-j) ;
else if( j == n )
dp[i][j] = ( (s-i)*1.0/s*dp[i+1][j] + 1.0 ) * s / (s-i) ;
else
dp[i][j] = ( (s-i)*1.0*j/(s*n)*dp[i+1][j] + i*(n-j)*1.0/(s*n)*dp[i][j+1] + (s-i)*(n-j)*1.0/(s*n)*dp[i+1][j+1] + 1.0 )*s*n/(s*n-i*j);
}
}
printf("%.4lf\n", dp[0][0]);
return 0;
}