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HD 2955 Robberies(0-1背包)

發布時間:2025/3/16 编程问答 26 豆豆
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題目鏈接:http://acm.hdu.edu.cn/showproblem.php?pid=2955
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

題意:Roy想要搶劫銀行,每家銀行多有一定的金額和被抓到的概率,知道Roy被抓的最大概率P,求Roy在被抓的情況下,搶劫最多。
分析:被抓概率可以轉換成安全概率,Roy的安全概率大于1-P時都是安全的。搶劫的金額為0時,肯定是安全的,所以d[0]=1;其他金額初始為最危險的所以概率全為0;注意精度。 轉移方程為:dp[j]=max(dp[j-v[i]]*p[i],dp[j]);
如下代碼:
#include<cstdio> #include<cstring> #include<iostream> #define esp 1e-10 #define M 10005 using namespace std;int main(){int t;scanf("%d",&t);while(t--){double p[M],sp;//p為搶每個銀行的安全概率int v[M];//memset(dp,0,sizeof(dp));double dp[M]={1.0}; //dp為拿完錢后自己的安全概率 初始狀態最安全,所以為1.0 int n,s=0;scanf("%lf%d",&sp, &n);sp=1-sp; //轉換成安全概率 for(int i=0; i<n; ++i){scanf("%d%lf", &v[i],&p[i]);s+=v[i];p[i]=1-p[i]; //轉換成安全概率 }for(int i=0; i<n; ++i){for(int j=s; j>=v[i]; --j){dp[j]=max(dp[j-v[i]]*p[i],dp[j]);}}for(int i=s; i>=0; --i)if(dp[i]-sp>esp){printf("%d\n",i);break;}}return 0; }



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