POJ 3026 Borg Maze 最小生成树Prim+BFS求最短路

该博客介绍了如何帮助Borg种族寻找迷宫中隐藏的外星人的最小搜索成本。成本定义为所有搜索小组行走的总距离。题目要求通过Prim算法结合BFS解决迷宫中从起点S开始寻找并消灭所有外星人的最短路径问题,确保总距离最短。输入包含迷宫的尺寸和布局,输出是最小搜索成本。博客内容包括题意解释和使用Prim算法优化求解的策略。

摘要生成于 C知道 ,由 DeepSeek-R1 满血版支持, 前往体验 >

Borg Maze

Time Limit: 1000MS Memory Limit: 65536K
Total Submissions: 16866 Accepted: 5450

Description

The Borg is an immensely powerful race of enhanced humanoids from the delta quadrant of the galaxy. The Borg collective is the term used to describe the group consciousness of the Borg civilization. Each Borg individual is linked to the collective by a sophisticated subspace network that insures each member is given constant supervision and guidance. 

Your task is to help the Borg (yes, really) by developing a program which helps the Borg to estimate the minimal cost of scanning a maze for the assimilation of aliens hiding in the maze, by moving in north, west, east, and south steps. The tricky thing is that the beginning of the search is conducted by a large group of over 100 individuals. Whenever an alien is assimilated, or at the beginning of the search, the group may split in two or more groups (but their consciousness is still collective.). The cost of searching a maze is definied as the total distance covered by all the groups involved in the search together. That is, if the original group walks five steps, then splits into two groups each walking three steps, the total distance is 11=5+3+3.

Input

On the first line of input there is one integer, N <= 50, giving the number of test cases in the input. Each test case starts with a line containg two integers x, y such that 1 <= x,y <= 50. After this, y lines follow, each which x characters. For each character, a space `` '' stands for an open space, a hash mark ``#'' stands for an obstructing wall, the capital letter ``A'' stand for an alien, and the capital letter ``S'' stands for the start of the search. The perimeter of the maze is always closed, i.e., there is no way to get out from the coordinate of the ``S''. At most 100 aliens are present in the maze, and everyone is reachable.

Output

For every test case, output one line containing the minimal cost of a succesful search of the maze leaving no aliens alive.

Sample Input

2
6 5
##### 
#A#A##
# # A#
#S  ##
##### 
7 7
#####  
#AAA###
#    A#
# S ###
#     #
#AAA###
#####  

Sample Output

8
11

题意:从S点出发去捉所有的A,从S出发时可以有多个捉A的,求所有捉A人的最短路的和

题解:这个题要求所有路的和最短,可以转化为求从S到每个节点A的最小生成树,这个题如果要用Kruskal,需要用bfs求每两个点之间的最短路,必定会超时,所以选择Prim,再每次更新相连节点的最短路

#include<stdio.h>
#include<string.h>
#include<math.h>
#include<queue>
#include<iostream>
#include<algorithm>
#define MAXN 10100
#define INF 0x7fffffff
using namespace std;
struct s
{
	int x;
	int y;
	int step;
	int id;
}p[MAXN],a,b;
char map[55][55];
int dir[4][2]={{1,0},{-1,0},{0,1},{0,-1}};
int pri[MAXN][MAXN];
int v[55][55];
int v1[MAXN];
int dis[MAXN];
int n,m,k;
int sum;
int check(int xx,int yy)
{
	if(xx<0||xx>=m||yy<0||yy>=n||map[xx][yy]=='#') return 0;

	if(v[xx][yy]) return 0;

	return 1;
}
void bfs(int aa,int bb,int num)
{
	int i;
	memset(v,0,sizeof(v));
	queue<s>q;
	a.x=aa;
	a.y=bb;
	a.step=0;
	v[aa][bb]=1;
	q.push(a);
	while(!q.empty())
	{
		a=q.front();
		q.pop();
		for(i=1;i<k;i++)        //如果此点和记录的点相同,记录路径
		{
			if(p[i].x==a.x&&p[i].y==a.y)
			{
				pri[num][p[i].id]=pri[p[i].id][num]=a.step;
			}
		}
		for(i=0;i<4;i++)
		{
			b.x=a.x+dir[i][0];
			b.y=a.y+dir[i][1];
			if(check(b.x,b.y))
			{
				b.step=a.step+1;
				v[b.x][b.y]=1;
				q.push(b);
			}
		}
	}
}
void prime()
{
	int i,e,j;
	int M;
	memset(v1,0,sizeof(v1));
	for(i=1;i<k;i++)
	dis[i]=pri[1][i];
	v1[1]=1;
	sum=0;
	for(i=1;i<k;i++)
	{
		M=INF;
		for(j=1;j<k;j++)
		{
			if(v1[j]==0&&dis[j]<M)
			{
				M=dis[j];
				e=j;
			}
		}
		if(M==INF)
		break;
		v1[e]=1;
		sum+=M;
		for(j=1;j<k;j++)
		{
			if(v1[j]==0)
			dis[j]=min(dis[j],pri[e][j]);
		}
	}
	printf("%d\n",sum);
}
int main()
{
	int t,i,j;
	char ch[200];
	scanf("%d",&t);
	while(t--)
	{
		scanf("%d%d",&n,&m);
		gets(ch);
		k=1;
        for(i=0;i<m;i++)
        {
            gets(map[i]);
        }
        for(i=0;i<m;i++)
        {
            for(j=0;j<n;j++)
            {
               if(map[i][j]=='A'||map[i][j]=='S')
               {
                   p[k].x=i;
                   p[k].y=j;
                   p[k].id=k;
                   k++;
                }
            }
        }
        for(i=1;i<k;i++)
        {
        	int bx=p[i].x;
        	int by=p[i].y;
        	bfs(bx,by,i);
		}
	    prime();
	}
	return 0;
}

 

 

 

 

评论
添加红包

请填写红包祝福语或标题

红包个数最小为10个

红包金额最低5元

当前余额3.43前往充值 >
需支付:10.00
成就一亿技术人!
领取后你会自动成为博主和红包主的粉丝 规则
hope_wisdom
发出的红包
实付
使用余额支付
点击重新获取
扫码支付
钱包余额 0

抵扣说明:

1.余额是钱包充值的虚拟货币,按照1:1的比例进行支付金额的抵扣。
2.余额无法直接购买下载,可以购买VIP、付费专栏及课程。

余额充值