数学概念——D 期望

D - 期望
Time Limit:2000MS     Memory Limit:32768KB     64bit IO Format:%lld & %llu
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Description

You are in a cave, a long cave! The cave can be represented by a 1 x N grid. Each cell of the cave can contain any amount of gold.

Initially you are in position 1. Now each turn you throw a perfect 6 sided dice. If you get X in the dice after throwing, you add X to your position and collect all the gold from the new position. If your new position is outside the cave, then you keep throwing again until you get a suitable result. When you reach the Nth position you stop your journey. Now you are given the information about the cave, you have to find out the expectednumber of gold you can collect using the given procedure.

Input

Input starts with an integer T (≤ 100), denoting the number of test cases.

Each case contains a blank line and an integer N (1 ≤ N ≤ 100) denoting the dimension of the cave. The next line contains N space separated integers. The ith integer of this line denotes the amount of gold you will get if you come to the ith cell. You may safely assume that all the given integers will be non-negative and no integer will be greater than 1000.

Output

For each case, print the case number and the expected number of gold you will collect. Errors less than 10-6will be ignored.

Sample Input

3

1

101

2

10 3

3

3 6 9

Sample Output

Case 1: 101.0000000000

Case 2: 13.000

Case 3: 15

解题思路:

这题要倒着推,由N推向1
设d[k]为到达k这个位置时得到金币的期望,m为该点和N这个位置的距离,a[k]为k这个位置的金币数,因为走的位置不能超过N,所以要取min(m,6)
那么d[k] = 1 / min(m,6) * (d[k + 1] + dp[k+2] + … + d[min(m,6)]) + a[k]

程序代码:

#include <cstdio>
#include <cstring>
#include <iostream>
using namespace std;
int n,a[110];
double d[110];
void init()
{
    scanf("%d",&n);
    for(int i=1;i<=n;i++)
        scanf("%d",&a[i]);
}
void work()
{
    memset(d,0,sizeof(d));
    d[n]=a[n];
    for(int i=n-1;i>=1;i--)
    {
        d[i]=a[i];
        int k=min(6,n-i);
        for(int j=1;j<=k;j++)
            d[i]+=d[i+j]*(1.0/k);
    }

}
int main()
{
    int t,Case=0;
    scanf("%d",&t);
    while(t--)
    {
        init();
        work();
        printf("Case %d: %.10lf
",++Case,d[1]);
    }
    return 0;
}
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原文地址:https://www.cnblogs.com/www-cnxcy-com/p/4750371.html