ZJUT 地下迷宫 (高斯求期望)

时间:2023-03-09 05:40:04
ZJUT 地下迷宫 (高斯求期望)

ShowID=1423">http://cpp.zjut.edu.cn/ShowProblem.aspx?ShowID=1423

设dp[i]表示在i点时到达终点要走的期望步数,那么dp[i] = ∑1/m*dp[j] + 1,j是与i相连的点,m是与i相邻的点数。建立方程组求解。重要的一点是先推断DK到达不了的点。须要bfs预处理一下进行离散化,再建立方程组。

#include <stdio.h>
#include <iostream>
#include <map>
#include <set>
#include <list>
#include <stack>
#include <vector>
#include <math.h>
#include <string.h>
#include <queue>
#include <string>
#include <stdlib.h>
#include <algorithm>
#define LL __int64
//#define LL long long
#define eps 1e-9
#define PI acos(-1.0)
using namespace std;
const int INF = 0x3f3f3f3f;
const int mod = 10000007; int dir[4][2] = {{-1,0},{1,0},{0,-1},{0,1}};
int n,m;
int cnt;
char g[15][15];
int equ,var;
double a[110][110];
double x[110];
int num[15][15];
int sx,sy,ex,ey; struct node
{
int x,y;
}; bool Gauss()
{
int row,col,max_r;
int i,j;
row = col = 0;
while(row < equ && col < var)
{
max_r = row;
for(i = row+1; i < equ; i++)
if(fabs(a[i][col]) > fabs(a[max_r][col]))
max_r = i;
if(max_r != row)
{
for(j = col; j <= var; j++)
swap(a[row][j],a[max_r][j]);
}
if(fabs(a[row][col]) < eps)
{
col++;
continue;
}
for(i = row+1; i < equ; i++)
{
if(fabs(a[i][col]) < eps) continue;
double t = a[i][col] / a[row][col];
a[i][col] = 0;
for(j = col+1; j <= var; j++)
a[i][j] -= a[row][j]*t;
}
row++;
col++;
}
for(i = row; i < equ; i++)
{
if(fabs(a[i][var]) > eps)
return false;
}
for(i = var-1; i >= 0; i--)
{
if(fabs(a[i][i]) < eps) continue;
double t = a[i][var];
for(j = i+1; j < var; j++)
t -= a[i][j]*x[j];
x[i] = t/a[i][i];
}
return true;
} void bfs()
{
cnt = 0;
memset(num,-1,sizeof(num));
queue <struct node> que;
que.push((struct node){sx,sy});
num[sx][sy] = cnt++;
while(!que.empty())
{
struct node u = que.front();
que.pop();
for(int d = 0; d < 4; d++)
{
int x = u.x + dir[d][0];
int y = u.y + dir[d][1];
if(x >= 1 && x <= n && y >= 1 && y <= m && g[x][y] != 'X' && num[x][y] == -1)
{
que.push( (struct node){x,y} );
num[x][y] = cnt++;
}
}
}
} int main()
{
while(~scanf("%d %d",&n,&m))
{
for(int i = 1; i <= n; i++)
{
scanf("%s",g[i]+1);
for(int j = 1; j <= m; j++)
{
if(g[i][j] == 'D')
{
sx = i;
sy = j;
}
if(g[i][j] == 'E')
{
ex = i;
ey = j;
}
}
}
bfs();
equ = var = cnt;
memset(a,0,sizeof(a));
memset(x,0,sizeof(x)); for(int i = 1; i <= n; i++)
{
for(int j = 1; j <= m; j++)
{
if(g[i][j] == 'X') continue;
//printf("%d %d %d\n",i,j,M[make_pair(i,j)]);
int t = num[i][j];
if(t == -1) continue;
if(g[i][j] == 'E')
{
a[t][t] = 1;
a[t][cnt] = 0;
}
else
{
a[t][t] = 1;
a[t][cnt] = 1;
int c = 0;
for(int d = 0; d < 4; d++)
{
int ii = i + dir[d][0];
int jj = j + dir[d][1];
if(ii >= 1 && ii <= n && jj >= 1 && jj <= m && g[ii][jj] != 'X' && num[ii][jj] != -1)
c++;
}
for(int d = 0; d < 4; d++)
{
int ii = i + dir[d][0];
int jj = j + dir[d][1];
if(ii >= 1 && ii <= n && jj >= 1 && jj <= m && g[ii][jj] != 'X' && num[ii][jj] != -1)
{
int tt = num[ii][jj];
a[t][tt] = -1.0/c;
}
}
}
}
}
if(!Gauss())
printf("tragedy!\n");
else if(fabs(x[num[sx][sy]]-1000000)<eps)
printf("tragedy!\n");
else printf("%.2lf\n",x[num[sx][sy]]);
}
return 0;
}