Robberies(HDU-2955)

本文介绍了一个基于01背包问题的算法案例,该案例模拟了在限定被抓风险的情况下,如何选择抢劫银行以获得最大收益的问题。文章通过具体示例详细解释了算法实现过程,并提供了完整的C++代码。

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Problem Description
The aspiring Roy the Robber has seen a lot of American movies, and knows that the bad guys usually gets caught in the end, often because they become too greedy. He has decided to work in the lucrative business of bank robbery only for a short while, before retiring to a comfortable job at a university.


For a few months now, Roy has been assessing the security of various banks and the amount of cash they hold. He wants to make a calculated risk, and grab as much money as possible.


His mother, Ola, has decided upon a tolerable probability of getting caught. She feels that he is safe enough if the banks he robs together give a probability less than this.
 

Input
The first line of input gives T, the number of cases. For each scenario, the first line of input gives a floating point number P, the probability Roy needs to be below, and an integer N, the number of banks he has plans for. Then follow N lines, where line j gives an integer Mj and a floating point number Pj .
Bank j contains Mj millions, and the probability of getting caught from robbing it is Pj .
 

Output
For each test case, output a line with the maximum number of millions he can expect to get while the probability of getting caught is less than the limit set.

Notes and Constraints
0 < T <= 100
0.0 <= P <= 1.0
0 < N <= 100
0 < Mj <= 100
0.0 <= Pj <= 1.0
A bank goes bankrupt if it is robbed, and you may assume that all probabilities are independent as the police have very low funds.
 

Sample Input
3 0.04 3 1 0.02 2 0.03 3 0.05 0.06 3 2 0.03 2 0.03 3 0.05 0.10 3 1 0.03 2 0.02 3 0.05
 

Sample Output
2 4 6
 

题意:小偷偷银行,不能重复的偷,t个测试数列,然后输入能接受的风险p,和n家银行,每家银行都有资金和被抓概率,问最多能偷多少钱;


思路:01背包,这有一个坑,概率,连续偷不被抓的概率是相乘的,而且我们要用的是不被抓的概率,所以这个是
dp[j]=max(dp[j],dp[j-a[i]]*(1-b[i]));


#include<iostream>
#include<cstring.>
#include<cstdio>
using namespace std;
int t,m,n,a[105];
double p,b[105],dp[10005];
int main()
{
    scanf("%d",&t);
    while(t--)
    {
        m=0;
        scanf("%lf%d",&p,&n);
        for(int i=0; i<n; i++)
        {
            scanf("%d%lf",&a[i],&b[i]);
            m+=a[i];
        }
        for(int i=0; i<=m; i++)
        {
            dp[i]=0.0;
        }
        dp[0]=1.0;
        for(int i=0; i<n; i++)
        {
            for(int j=m; j>=a[i]; j--)
            {
                dp[j]=max(dp[j],dp[j-a[i]]*(1-b[i]));
            }
        }
        for(int i=m; i>=0; i--)
        {
            if(dp[i]>=(1-p))
            {
                printf("%d\n",i);
                break;
            }
        }
    }
    return 0;
}



 
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