poj - 3020(二分匹配)

探讨了使用4DAir天线在瑞典建设第五代移动网络的问题,目标是最少数量的天线覆盖所有兴趣点。通过建模为矩阵,利用匈牙利算法求解最大匹配,进而计算最少天线数。

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题目:http://poj.org/problem?id=3020

The Global Aerial Research Centre has been allotted the task of building the fifth generation of mobile phone nets in Sweden. The most striking reason why they got the job, is their discovery of a new, highly noise resistant, antenna. It is called 4DAir, and comes in four types. Each type can only transmit and receive signals in a direction aligned with a (slightly skewed) latitudinal and longitudinal grid, because of the interacting electromagnetic field of the earth. The four types correspond to antennas operating in the directions north, west, south, and east, respectively. Below is an example picture of places of interest, depicted by twelve small rings, and nine 4DAir antennas depicted by ellipses covering them. 
 
Obviously, it is desirable to use as few antennas as possible, but still provide coverage for each place of interest. We model the problem as follows: Let A be a rectangular matrix describing the surface of Sweden, where an entry of A either is a point of interest, which must be covered by at least one antenna, or empty space. Antennas can only be positioned at an entry in A. When an antenna is placed at row r and column c, this entry is considered covered, but also one of the neighbouring entries (c+1,r),(c,r+1),(c-1,r), or (c,r-1), is covered depending on the type chosen for this particular antenna. What is the least number of antennas for which there exists a placement in A such that all points of interest are covered? 
 

Input

On the first row of input is a single positive integer n, specifying the number of scenarios that follow. Each scenario begins with a row containing two positive integers h and w, with 1 <= h <= 40 and 0 < w <= 10. Thereafter is a matrix presented, describing the points of interest in Sweden in the form of h lines, each containing w characters from the set ['*','o']. A '*'-character symbolises a point of interest, whereas a 'o'-character represents open space. 
 

Output

For each scenario, output the minimum number of antennas necessary to cover all '*'-entries in the scenario's matrix, on a row of its own.

Sample Input

2
7 9
ooo**oooo
**oo*ooo*
o*oo**o**
ooooooooo
*******oo
o*o*oo*oo
*******oo
10 1
*
*
*
o
*
*
*
*
*
*

Sample Output

17
5

 

 

题意:棋盘上有很多个点,一个覆盖每次能覆盖一个1*2的矩形,求需要多少个覆盖才能将所有的点覆盖完;

分析:所需覆盖数 = 匹配数 + 匹配完剩的的单点数;

第一步建图:横坐标作为左边点集,纵坐标作为右边点集,棋盘上的每个点就相当于连接横纵坐标的一条边。给每个点标号。

第二步:跑一遍匈牙利。求出最大匹配,(这里求出的匹配是实际匹配的二倍,因此最大匹配还要除2)再加上剩下的单点数

cnt = (cnt - ans * 2);
        ans += cnt;

#include <iostream>
#include <stdio.h>
#include <string.h>
#include <algorithm>

using namespace std;

const int maxn = 510;
const int maxm = 2510;
int un,vn;
int g[maxm][maxm];
int linker[maxn];
bool used[maxn];
char mapp[maxn][maxn];
int n;
int mm;
int dir[4][2] = {1,0,0,1,0,-1,-1,0};
bool dfs(int u)
{
    for(int v = 0;v < vn;v ++)
    {
        if(g[u][v] && !used[v])
        {
            used[v] = true;
            if(linker[v] == -1 || dfs(linker[v]))
            {
                linker[v] = u;
                return true;
            }
        }
    }
    return false;
}

int hungary()
{
    int res = 0;
    memset(linker,-1,sizeof(linker));
    for(int u = 0;u < un;u ++)
    {
        memset(used,false,sizeof(used));
        if(dfs(u)) res ++;
    }
    return res;
}

bool check(int x,int y)
{
    if(x >= 0 && x < n && y >= 0 && y < mm)return true;
    return false;
}

int main()
{
    int Num;
    cin >> Num;
    while(Num --)
    {
        cin >> n;
        cin >> mm;
        int m[maxn][maxn];
        int cnt = 0;
        memset(g,0,sizeof(g));
        for(int i = 0;i < n;i ++)
        {
            cin >> mapp[i];
        }
        for(int i = 0;i < n;i ++)
        {
            for(int j = 0;j < mm;j ++)
            {
                if(mapp[i][j] == '*')
                    m[i][j] = cnt ++;
            }
        }
        for(int i = 0;i < n;i ++)
            for(int j = 0;j < mm;j ++)
        {
            if(mapp[i][j] == '*')
            {
                for(int k = 0;k < 4;k ++)
                {
                    int nx = i + dir[k][0];
                    int ny = j + dir[k][1];
                    if(check(nx,ny) && mapp[nx][ny] == '*')
                    {
                        g[m[i][j]][m[nx][ny]] = 1;
                    }
                }
            }
        }
        un = vn = cnt;
        int ans = hungary();
        ans /= 2;
        cnt = (cnt - ans * 2);
        ans += cnt;
        cout << ans << endl;
    }
    return 0;
}

 

 

 

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