HDU5045:Contest(状压dp)

本文介绍了一个火星编程竞赛问题,该问题涉及寻找最佳策略以最大化解决编程问题的数量。通过动态规划算法,文章提供了一种解决方案来确定每个学生解决特定问题的最佳顺序。


reference:http://blog.youkuaiyun.com/stay_accept/article/details/51232891

Contest

Time Limit: 2000/1000 MS (Java/Others)    Memory Limit: 65536/65536 K (Java/Others)
Total Submission(s): 1759    Accepted Submission(s): 710


Problem Description
In the ACM International Collegiate Programming Contest, each team consist of three students. And the teams are given 5 hours to solve between 8 and 12 programming problems. 

On Mars, there is programming contest, too. Each team consist of N students. The teams are given M hours to solve M programming problems. Each team can use only one computer, but they can’t cooperate to solve a problem. At the beginning of the ith hour, they will get the ith programming problem. They must choose a student to solve this problem and others go out to have a rest. The chosen student will spend an hour time to program this problem. At the end of this hour, he must submit his program. This program is then run on test data and can’t modify any more. 

Now, you have to help a team to find a strategy to maximize the expected number of correctly solved problems. 

For each problem, each student has a certain probability that correct solve. If the i th student solve the j th problem, the probability of correct solve is P ij .

At any time, the different between any two students’ programming time is not more than 1 hour. For example, if there are 3 students and there are 5 problems. The strategy {1,2,3,1,2}, {1,3,2,2,3} or {2,1,3,3,1} are all legal. But {1,1,3,2,3},{3,1,3,1,2} and {1,2,3,1,1} are all illegal. 

You should find a strategy to maximize the expected number of correctly solved problems, if you have know all probability
 

Input
The first line of the input is T (1 ≤ T ≤ 20), which stands for the number of test cases you need to solve.

The first line of each case contains two integers N ,M (1 ≤ N ≤ 10,1 ≤ M ≤ 1000),denoting the number of students and programming problem, respectively.

The next N lines, each lines contains M real numbers between 0 and 1 , the j th number in the i th line is P ij .
 

Output
For each test case, print a line “Case #t: ”(without quotes, t means the index of the test case) at the beginning. Then a single real number means the maximal expected number of correctly solved problems if this team follow the best strategy, to five digits after the decimal point. Look at the output for sample input for details.
 

Sample Input
  
1 2 3 0.6 0.3 0.4 0.3 0.7 0.9
 

Sample Output
  
Case #1: 2.20000
 

Source
题意:n个人做m条题,其中每个人做每条题的正确率给出,要求每n条题都要这n个人各做1题。

# include <stdio.h>
# include <algorithm>
using namespace std;
double a[11][1001], dp[1001][1050];//dp[i][j]表示前i条题目的j做题状况下最大正确率。
int main()
{
    int t, n, m, tmp, cas=1;
    scanf("%d",&t);
    while(t--)
    {
        scanf("%d%d",&n,&m);
        for(int i=1; i<=n; ++i)
            for(int j=1; j<=m; ++j)
                scanf("%lf",&a[i][j]);
        int up = 1<<n;
        for(int i=0; i<=m; ++i)
            for(int j=0; j<up; ++j)
                dp[i][j] = -1;
        dp[0][0] = 0;
        for(int i=1; i<=m; ++i)
        {
            for(int j=0; j<up; ++j)
            {
                if(dp[i-1][j] == -1)
                    continue;
                for(int k=0; k<n; ++k)
                {
                    if(!(j&(1<<k)))//如果这个人没做
                    {
                        tmp = j|(1<<k);
                        if(tmp == up-1)//如果全部人都有做了,就归零给下一个循环用。
                            tmp = 0;
                        dp[i][tmp] = max(dp[i][tmp], dp[i-1][j] + a[k+1][i]);
                    }
                }
            }
        }
        double imax = -1;
        for(int i=0; i<up; ++i)
            imax = max(imax, dp[m][i]);
        printf("Case #%d: %.5f\n",cas++, imax);
    }
    return 0;
}




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