概率dp HDU 3853

标签：概率dp

H - LOOPS

Time Limit:5000MS     Memory Limit:65536KB     64bit IO Format:%I64d & %I64u

Submit Status Practice HDU 3853

Appoint description:  System Crawler  (2014-10-22)

Description

Akemi Homura is a Mahou Shoujo (Puella Magi/Magical Girl). 

Homura wants to help her friend Madoka save the world. But because of the plot of the Boss Incubator, she is trapped in a labyrinth called LOOPS. 

The planform of the LOOPS is a rectangle of R*C grids. There is a portal in each grid except the exit grid. It costs Homura 2 magic power to use a portal once. The portal in a grid G(r, c) will send Homura to the grid below G (grid(r+1, c)), the grid on the right of G (grid(r, c+1)), or even G itself at respective probability (How evil the Boss Incubator is)! 
At the beginning Homura is in the top left corner of the LOOPS ((1, 1)), and the exit of the labyrinth is in the bottom right corner ((R, C)). Given the probability of transmissions of each portal, your task is help poor Homura calculate the EXPECT magic power she need to escape from the LOOPS. 

 

Input

The first line contains two integers R and C (2 <= R, C <= 1000). 

The following R lines, each contains C*3 real numbers, at 2 decimal places. Every three numbers make a group. The first, second and third number of the cth group of line r represent the probability of transportation to grid (r, c), grid (r, c+1), grid (r+1, c) of the portal in grid (r, c) respectively. Two groups of numbers are separated by 4 spaces. 

It is ensured that the sum of three numbers in each group is 1, and the second numbers of the rightmost groups are 0 (as there are no grids on the right of them) while the third numbers of the downmost groups are 0 (as there are no grids below them). 

You may ignore the last three numbers of the input data. They are printed just for looking neat. 

The answer is ensured no greater than 1000000. 

Terminal at EOF 

 

Output

A real number at 3 decimal places (round to), representing the expect magic power Homura need to escape from the LOOPS. 

 

Sample Input

 2 2
0.00 0.50 0.50    0.50 0.00 0.50
0.50 0.50 0.00    1.00 0.00 0.00 

 

Sample Output

 6.000 

 

本题需要注意题目说期望小于1e6,那么呆在那个点的概率为1的点肯定从起点出发不可达的点。否则期望会无穷大。

dp[i][j]表示从（i，j）到（r,c)所需要的期望能量。

/*************************************************************************
    > File Name: t.cpp
    > Author: acvcla
    > Mail: acvcla@gmail.com 
    > Created Time: 2014年10月21日 星期二 21时33分55秒
 ************************************************************************/
#include<iostream>
#include<algorithm>
#include<cstdio>
#include<vector>
#include<cstring>
#include<map>
#include<queue>
#include<stack>
#include<string>
#include<cstdlib>
#include<ctime>
#include<set>
#include<math.h>
using namespace std;
typedef long long LL;
const int maxn = 1e3 + 10;
#define rep(i,a,b) for(int i=(a);i<=(b);i++)
#define pb push_back
double dp[maxn][maxn];
int r,c;
double Div(int a,int b){
	return double(a)/b;
}
struct p
{
	double p1,p2,p3;
}P[maxn][maxn];
int main(int argc, char const *argv[])
{
	while(~scanf("%d%d",&r,&c)){
		for(int i=1;i<=r;i++){
			for(int j=1;j<=c;j++){
				scanf("%lf%lf%lf",&P[i][j].p1,&P[i][j].p2,&P[i][j].p3);
			}
		}
		//memset(dp,0,sizeof dp);
		dp[r][c]=0;
		for(int i=r;i>=1;i--)
		for(int j=c;j>=1;j--){
			dp[i][j]=0;
			if(i==r&&j==c||P[i][j].p1==1)continue;
			dp[i][j]=(dp[i+1][j]*P[i][j].p3+dp[i][j+1]*P[i][j].p2+2)/(1-P[i][j].p1);
		}
		printf("%.3f\n",dp[1][1]);
	}
	return 0;
}

概率dp HDU 3853

标签：概率dp

原文地址：http://blog.csdn.net/acvcla/article/details/40457189