最小生成树模板(prim,heap-prim,kruskal)

发布于:2024-06-25 ⋅ 阅读:(140) ⋅ 点赞:(0)

prim

出圈法,时间复杂度 O ( n 2 ) O(n^2) O(n2)

#include<iostream>
#include<vector>
using namespace std;
#define MAX_N 5000
#define inf 100000000
struct edge{
	int v,w;
};
vector<edge>e[MAX_N+5];
int d[MAX_N+5],vis[MAX_N+5];
int n,m;
int ans=0,cnt=0;
bool prim(int s)
{
	for(int i=0;i<=n;i++)d[i]=inf;
	d[s]=0;
	for(int i=1;i<=n;i++)
	{
		int u=0;
		for(int j=1;j<=n;j++)
		if(!vis[j]&&d[j]<d[u])u=j;
		vis[u]=1;
		ans+=d[u];
		if(d[u]!=inf)cnt++;
		for(auto ed:e[u])
		{
			int v=ed.v,w=ed.w;
			if(d[v]>w)d[v]=w;
		}
	}
	return n==cnt;
}
int main()
{
	cin>>n>>m;
	for(int i=1,a,b,c;i<=m;i++)
	{
		scanf("%d%d%d",&a,&b,&c);
		e[a].push_back({b,c});
		e[b].push_back({a,c});
	}
	if(!prim(1)){
		cout<<"orz"<<endl;
		return 0;
	}
	else{
		cout<<ans<<endl;
		return 0;
	}
	return 0;
 } 

heap-prim

出队法,时间复杂度 O ( m l o g m ) O(mlogm) O(mlogm)

#include<iostream>
#include<vector>
#include<queue>
using namespace std;
#define MAX_N 5000
#define inf 100000000
struct edge{
	int v,w;
};
vector<edge>e[MAX_N+5];
int d[MAX_N+5],vis[MAX_N+5];
int n,m;
int ans=0,cnt=0;
priority_queue<pair<int,int>>q;
bool prim(int s)
{
	for(int i=0;i<=n;i++)d[i]=inf;
	d[s]=0;
	q.push({0,s});
	while(!q.empty())
	{
		int u=q.top().second;
		q.pop();
		if(vis[u])continue;
		vis[u]=1;
		ans+=d[u];
		cnt++;
		for(auto ed:e[u])
		{
			int v=ed.v,w=ed.w;
			if(d[v]>w)
			{
				d[v]=w;
				q.push({-d[v],v});
			}
		}
	}
	return n==cnt;
}
int main()
{
	cin>>n>>m;
	for(int i=1,a,b,c;i<=m;i++)
	{
		scanf("%d%d%d",&a,&b,&c);
		e[a].push_back({b,c});
		e[b].push_back({a,c});
	}
	if(!prim(1)){
		cout<<"orz"<<endl;
		return 0;
	}
	else{
		cout<<ans<<endl;
		return 0;
	}
	return 0;
 } 

kruskal

加边法,时间复杂度 O ( m l o g m ) O(mlogm) O(mlogm)

#include<iostream>
#include<algorithm>
using namespace std;
#define MAX_N 5000
#define MAX_M 200000
#define inf 100000000
struct edge{
	int u,v,w;
	bool operator<(const edge&t){return w<t.w;}
}e[MAX_M+5];
int k=0;
int n,m;
int fa[MAX_N+5],ans,cnt;
int find(int x)
{
	return fa[x]==x?x:find(fa[x]);
}
bool kruskal(){
	sort(e+1,e+m+1);
	for(int i=1;i<=n;i++)fa[i]=i;
	for(int i=1;i<=m;i++)
	{
		int x=find(e[i].u);
		int y=find(e[i].v);
		if(x!=y){
			fa[x]=y;
			ans+=e[i].w;
			cnt++;
		}
	}
	return cnt==n-1;
}
int main()
{
	cin>>n>>m;
	for(int i=1,a,b,c;i<=m;i++)
	{
		scanf("%d%d%d",&a,&b,&c);
		e[++k]={a,b,c};
	}
	if(!kruskal()){
		cout<<"orz"<<endl;
		return 0;
	}
	else{
		cout<<ans<<endl;
		return 0;
	}
	return 0;
 }