POJ - 3026 Borg Maze (bfs+最小生成树)

本文介绍了一种用于迷宫搜索的算法,旨在帮助群体智能体(如《星际旅行》中的博格族)找到以最小成本捕获隐藏在迷宫中的目标的最佳路径。该算法通过计算起点与目标点间的最短距离,并利用最小生成树来确定最优搜索路线。

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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


解 :找出S和所有A点之间相互距离 然后找出长度最小的生成树

#include<stdio.h>
#include<algorithm>
#include<string.h>
#include<iostream>
#include<math.h>
#include<queue>
#include<map>
using namespace std;
#define inf 0x3f3f3f3f
int t,n,m;
char mapp[110][110];
int aa[110][110];
int v[110][110];
int fa[1110];
int tot,tot1;
int dir[4][2]={{1,0},{-1,0},{0,1},{0,-1}};
int go(int x,int y)
{
    if(0<=x&&x<n&&0<=y&&y<m)
        return 1;
    return 0;
}
struct node
{
    int x,y,w;
}a[110],b[1111111];
int cmp(node n1,node n2)
{
    return n1.w<n2.w;
}
int find(int x)
{
    if(fa[x]==x) return x;
    else return fa[x]=find(fa[x]);
}
void bfs(node n1,int u)
{
    node st,ed;
    st=n1;
    st.w=0;
    memset(v,0,sizeof(v));
    v[st.x][st.y]=1;
    queue<node>q;
    q.push(st);
    while(!q.empty())
    {
        st=q.front();
        q.pop();
        for(int i=0;i<4;i++)
        {
            ed.x=st.x+dir[i][0];
            ed.y=st.y+dir[i][1];
            if(!go(ed.x,ed.y))
                continue;
            if(mapp[ed.x][ed.y]=='#')
                continue;
            if(v[ed.x][ed.y])
                continue;
            v[ed.x][ed.y]=1;
            ed.w=st.w+1;
            q.push(ed);
            if(aa[ed.x][ed.y])
            {
                b[++tot1].x=u;
                b[tot1].y=aa[ed.x][ed.y];
                b[tot1].w=ed.w;
            }
        }
    }
}
int main()
{
    scanf("%d",&t);
    while(t--)
    {
        memset(aa,0,sizeof(aa));
        tot=tot1=0;
        scanf("%d%d\n",&m,&n);
//        getchar();
        for(int i=0;i<n;i++)
        {
            gets(mapp[i]);
//            printf("%s\n",mapp[i]);
        }
        for(int i=0;i<n;i++)
        {
            for(int j=0;j<m;j++)
            {
                if(mapp[i][j]=='A'||mapp[i][j]=='S')
                {
                    aa[i][j]=++tot;
                    a[tot].x=i;
                    a[tot].y=j;
                }
            }
        }
        for(int i=1;i<=tot;i++)
                bfs(a[i],i);
        sort(b+1,b+1+tot1,cmp);
        for(int i=1;i<=tot;i++)
            fa[i]=i;
        int cnt=0;
        int ans=0;
        for(int i=1;i<=tot1;i++)
        {
            int t1=find(b[i].x);
            int t2=find(b[i].y);
            if(t1!=t2)
            {
                ans+=b[i].w;
                fa[t1]=t2;
                cnt++;
            }
            if(cnt==tot-1) break;
        }
        printf("%d\n",ans);

    }
}








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