网络流One-Way Roads

Posted 2021-01-11 smallocean

【网络流】One-Way Roads

题目描述

In the country of Via, the cities are connected by roads that can be used in both directions.
However, this has been the cause of many accidents since the lanes are not separated: The drivers frequently look at their smartphones while driving, causing them to collide with the oncoming traf?c. To alleviate the problem, the politicians of Via came up with the magni?cent idea to have one-way roads only, i.e., the existing roads are altered such that each can be only used in one of two possible directions. They call this “one-way-i?cation”.
The mayors do not want too many one-way roads to lead to their cities because this can cause traf?c jam within the city: they demand that the smallest integer d be found such that there is a ‘one-way-i?cation’ in which for every city, the number of one-way roads leading to it is at most d.

输入

The input consists of:
? one line with an integer n (1 ≤ n ≤ 500), where n is the number of cities labeled from 1 to n;
? one line with an integer m (0 ≤ m ≤ 2.5 · 103 ), where m is the number of (bi-directional) roads;
? m lines describing the roads. Each road is described by:
– one line with two integers a and b (1 ≤ a, b ≤ n, a≠b) indicating a road between cities a and b.
There is at most one road between two cities.

输出

Output the minimum number d.

样例输入

2
1
1 2

样例输出

1

还没看出来是网络流。题目问：赋予方向，让每个点最大的入度最小。然后每条边方向信号相当于给每个点一个权值，然后一条边只能给一个点一个权值。就想到用网络流。通过满不满流来判断合法性。

方法一：二分

二分枚举每个点流向汇点的流量，如果与进来的流量相同，就说明可行，不相同则不可以。每次都要初始化并建边

#include <algorithm>
#include <iostream>
#include <cstring>
#include <string>
#include <cstdio>
#include <vector>
#include <queue>
#include <cmath>
#include <map>
#include <set>
#define ll long long
#define ull unsigned long long
const int inf=0x3f3f3f3f;
using namespace std;
const int maxn=3e3+10;
const int maxm=2e4+100;
template<class T>
void read(T &res)
{
    res = 0;
    char c = getchar();
    T f = 1;
    while(c < '0' || c > '9')
    {
        if(c == '-') f = -1;
        c = getchar();
    }
    while(c >= '0' && c <= '9')
    {
        res = res * 10 + c - '0';
        c = getchar();
    }
    res *= f;
}
struct Dinic
{
    struct Edge
    {
        int next,f,to;
    } e[maxm];
    int head[maxn],dep[maxn],tol,ans;
    int cur[maxn];
    int src,sink,n;
    void add(int u,int v,int f)
    {
        tol++;
        e[tol].to=v;
        e[tol].next=head[u];
        e[tol].f=f;
        head[u]=tol;
        tol++;
        e[tol].to=u;
        e[tol].next=head[v];
        e[tol].f=0;
        head[v]=tol;
    }
    bool bfs()
    {
        queue<int>q;
        memset(dep,-1,sizeof(dep));
        q.push(src);
        dep[src]=0;
        while(!q.empty())
        {
            int now=q.front();
            q.pop();
            for(int i=head[now]; i; i=e[i].next)
            {
                if(dep[e[i].to]==-1&&e[i].f)
                {
                    dep[e[i].to]=dep[now]+1;
                    if(e[i].to==sink)
                        return true;
                    q.push(e[i].to);
                }
            }
        }
        return false;
    }
    int dfs(int x,int maxx)
    {
        if(x==sink)
            return maxx;
        for(int& i=cur[x]; i; i=e[i].next)
        {
            if(dep[e[i].to]==dep[x]+1&&e[i].f>0)
            {
                int flow=dfs(e[i].to,min(maxx,e[i].f));
                if(flow)
                {
                    e[i].f-=flow;
                    e[i^1].f+=flow;
                    return flow;
                }
            }
        }
        return 0;
    }
    int dinic(int s,int t)
    {
        ans=0;
        this->src=s;
        this->sink=t;
        while(bfs())
        {
            for(int i=0; i<=n; ++i)
                cur[i]=head[i];
            while(int d=dfs(src,inf))
                ans+=d;
        }
        return ans;
    }
    void init(int n)
    {
        this->n=n;
        memset(head,0,sizeof(head));
        tol=1;
    }
} G;
struct node{int u,v;}s[maxm];
int n,m;
bool check(int k){
    G.init(n+m+1);
    for(int i=1;i<=m;++i){
        G.add(0,i,1);
        G.add(i,m+s[i].u,1);
        G.add(i,m+s[i].v,1);
    }
    for(int i=1;i<=n;++i){
        G.add(m+i,n+m+1,k);
    }
    int max_flow=G.dinic(0,n+1+m);
    if(max_flow==m){
        return 1;
    }
    else return 0;
}
int main()
{
    read(n);read(m);
    G.init(n+m+1);
    for(int i=1; i<=m; ++i)
    {
        read(s[i].u);
        read(s[i].v);
    }
    int l=0,r=maxm+10;
    int ans,mid;
    while(l<r){
        mid=(l+r)/2;
        if(check(mid)){
            ans=mid;
            r=mid;
        }
        else l=mid+1;
    }
    printf("%d
",ans);
    return 0;
}

方法二：残余网络

标记流向汇点的正向边的编号。由于它点数比较少，所以可以for循环，每次让正向边流量加一然后跑残余网络，一合法就是正确答案。

#include <algorithm>
#include <iostream>
#include <cstring>
#include <string>
#include <cstdio>
#include <vector>
#include <queue>
#include <cmath>
#include <map>
#include <set>
#define ll long long
#define ull unsigned long long
const int inf=0x3f3f3f3f;
using namespace std;
const int maxn=3e3+10;
const int maxm=2e4+100;
struct Dinic
{
    struct Edge
    {
        int next,f,to;
    } e[maxm];
    int head[maxn],dep[maxn],tol,ans;
    int cur[maxn];
    int src,sink,n;
    void add(int u,int v,int f)
    {
        tol++;
        e[tol].to=v;
        e[tol].next=head[u];
        e[tol].f=f;
        head[u]=tol;
        tol++;
        e[tol].to=u;
        e[tol].next=head[v];
        e[tol].f=0;
        head[v]=tol;
    }
    bool bfs()
    {
        queue<int>q;
        memset(dep,-1,sizeof(dep));
        q.push(src);
        dep[src]=0;
        while(!q.empty())
        {
            int now=q.front();
            q.pop();
            for(int i=head[now]; i; i=e[i].next)
            {
                if(dep[e[i].to]==-1&&e[i].f)
                {
                    dep[e[i].to]=dep[now]+1;
                    if(e[i].to==sink)
                        return true;
                    q.push(e[i].to);
                }
            }
        }
        return false;
    }
    int dfs(int x,int maxx)
    {
        if(x==sink)
            return maxx;
        for(int& i=cur[x]; i; i=e[i].next)
        {
            if(dep[e[i].to]==dep[x]+1&&e[i].f>0)
            {
                int flow=dfs(e[i].to,min(maxx,e[i].f));
                if(flow)
                {
                    e[i].f-=flow;
                    e[i^1].f+=flow;
                    return flow;
                }
            }
        }
        return 0;
    }
    int dinic(int s,int t)
    {
        ans=0;
        this->src=s;
        this->sink=t;
        while(bfs())
        {
            for(int i=0; i<=n; i++)
                cur[i]=head[i];
            while(int d=dfs(src,inf))
                ans+=d;
        }
        return ans;
    }
    void init(int n)
    {
        this->n=n;
        memset(head,0,sizeof(head));
        tol=1;
    }
} G;
int num[maxm];
int main()
{
    int n,m,u,v;
    scanf("%d%d",&n,&m);
    G.init(n+m+1);
    for(int i=1; i<=m; i++)
    {
        scanf("%d%d",&u,&v);
        G.add(0,i,1);
        G.add(i,m+u,1);
        G.add(i,m+v,1);
    }
    for(int i=1; i<=n; i++)
    {
        G.add(m+i,n+m+1,0);
        num[i]=G.tol-1;
    }
    int t=0;
    int ans=0;
    while(t<m){
        ans++;
        for(int i=1;i<=n;i++){
            G.e[num[i]].f+=1;
        }
        t+=G.dinic(0,n+m+1);
    }
    printf("%d
",ans);
    return 0;
}