二分图最大权最小权完美匹配模板KM

时间:2022-08-28 16:56:36

在网上找了一份挺好的模板,先标一下哦~链接君:http://blog.csdn.net/abcjennifer/article/details/5844579

#include <iostream>
#include <string.h>
#include <algorithm>
#include <iostream>
using namespace std;
int max(int a,int b)
{return a<b?b:a;} int min(int a,int b)
{return a<b?a:b;} const int size = ;
const int INF = ; bool map[size][size]; // 二分图的相等子图, map[i][j] = true 代表Xi与Yj有边
bool sx[size], sy[size]; // 标记在一次DFS中,Xi与Yi是否在交错树上
int match[size]; // 保存匹配信息,其中i为Y中的顶点标号,match[i]为X中顶点标号 bool DFS(int, const int);
void KM_Perfect_Match(const int n, const int edge[][size])
{
int i, j;
int lx[size], ly[size]; // KM算法中Xi与Yi的标号
for(i = ; i < n; i++)
{
lx[i] = -INF;
ly[i] = ;
for(j = ; j < n; j++)
{
lx[i] = max(lx[i], edge[i][j]);
}
}
bool perfect = false;
while(!perfect)
{
// 初始化邻接矩阵
for(i = ; i < n; i++)
{
for(j = ; j < n; j++)
{
if(lx[i]+ly[j] == edge[i][j])
map[i][j] = true;
else map[i][j] = false;
}
}
// 匹配过程
int live = ;
memset(match, -, sizeof(match));
for(i = ; i < n; i++) {
memset(sx, false, sizeof(sx));
memset(sy, false, sizeof(sy));
if(DFS(i, n)) live++;
else {
sx[i] = true;
break;
}
}
if(live == n) perfect = true;
else {
// 修改标号过程
int ex = INF;
for(i = ; i < n; i++)
{
for(j = ; sx[i] && j < n; j++)
{
if(!sy[j])
ex = min(ex, lx[i]+ly[j]-edge[i][j]);
}
}
for(i = ; i < n; i++)
{
if(sx[i]) lx[i] -= ex;
if(sy[i]) ly[i] += ex;
}
}
}
} bool DFS(int p, const int n)//find augment path from X[p]
{
int i;
for(i = ; i < n; i++)
{
if(!sy[i] && map[p][i])
{
sy[i] = true;
int t = match[i];
match[i] = p;
if(t == - || DFS(t, n))
{
return true;
}
match[i] = t;
if(t != -) sx[t] = true;
}
}
return false;
} int main()
{
int n, edge[size][size]; // edge[i][j]为连接Xi与Yj的边的权值
int i;
int m;
/***************************************************
* record edge[i][j] as edge value between vertex i in X and vertex j in Y
* save n as vertexs need to be match (used in KM_Perfect_Match(n, edge);)
***************************************************/
int s,d,pow; while(scanf("%d%d",&n,&m)!=EOF)
{
if(n== && m==) break;
memset(edge,,sizeof(edge));
/*最小权: 去掉memset(edge,0,sizeof(edge));改为如下:
for(i=0;i<n;i++)
for(int j=0;j<n;j++)
edge[i][j]=-INF;
*/
memset(sx,,sizeof(sx));
memset(sy,,sizeof(sy));
memset(match,,sizeof());
while(m--)
{
scanf("%d%d%d",&s,&d,&pow);
s--;d--;
/*最小权:edge[s][d]=pow; 改为edge[s][d]= - pow;*/
edge[s][d]=pow;
}
KM_Perfect_Match(n, edge);
int cost = ;
for(i=;i<n;i++)
{
cost += edge[match[i]][i];
}
/*最小权:output 改为 -cost*/
cout<<cost<<endl;
}
// cost 为最大匹配的总和, match[]中保存匹配信息
return ;
}

感觉这个模板也不错,比较符合审美。。。

#include <cstdio>
#include <cstring>
#include <cmath>
#include <algorithm> using namespace std;
const int maxn = ;
const int inf = 0x3f3f3f3f; int N, L[maxn], Lx[maxn], Ly[maxn], W[maxn][maxn], slack[maxn];
bool S[maxn], T[maxn]; int match (int u) {
S[u] = true;
for (int i = ; i <= N; i++) if (!T[i]) {
if (Lx[u] + Ly[i] == W[u][i]) {
T[i] = true;
if (!L[i] || match(L[i])) {
L[i] = u;
return true;
}
} else
slack[i] = min(slack[i], Lx[u]+Ly[i]-W[u][i]);
}
return false;
} void update () {
int a = inf;
for (int i = ; i <= N; i++) if (!T[i])
a = min(a, slack[i]); for (int i = ; i <= N; i++) {
if (S[i]) Lx[i] -= a;
if (T[i]) Ly[i] += a;
}
} void KM () {
for (int i = ; i <= N; i++) {
L[i] = Lx[i] = Ly[i] = ;
for (int j = ; j <= N; j++)
Lx[i] = max(Lx[i], W[i][j]);
} for (int i = ; i <= N; i++) {
for (int j = ; j <= N; j++) slack[j] = inf;
while (true) {
for (int j = ; j <= N; j++) S[j] = T[j] = false;
if (match(i)) break;
else update();
}
}
} void init () {
for (int i = ; i <= N; i++)
for (int j = ; j <= N; j++)
W[i][j] = -inf;
int u, v;
for (int i = ; i <= N; i++) {
while (scanf("%d", &u) == && u) {
scanf("%d", &v);
W[i][u] = max(W[i][u], -v);
}
}
} int main () {
while (scanf("%d", &N) == && N) {
init();
KM();
bool flag = false;
for (int i = ; i <= N; i++) {
if (L[i] && W[L[i]][i] == -inf)
flag = true;
} if (flag) printf("N\n");
else {
int ans = ;
for (int i = ; i <= N; i++)
ans += (Lx[i] + Ly[i]);
printf("%d\n", -ans);
}
}
return ;
}