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 程式師世界 >> 編程語言 >> C語言 >> C++ >> C++入門知識 >> 最小費用最大流之 zkw費用流與普通費用流

最小費用最大流之 zkw費用流與普通費用流

編輯:C++入門知識

這個是原作者的博文地址

這是今天剛學的,不過理解上還是很淺薄。最近發現算法不能融會貫通還是因為自己太死板了。

奉上一個基礎版本的模板, POJ 2195 的代碼。

本模板是不能直接用於任何有負權的圖,更不能用於有負圈的情況


[cpp]
#include <iostream>  
#include <algorithm>  
#include <cstring>  
#include <string>  
#include <cstdio>  
#include <cmath>  
#include <queue>  
#include <map>  
#include <set>  
#define eps 1e-5  
#define MAXN 222  
#define MAXM 55555  
#define INF 1000000007  
using namespace std; 
struct EDGE 

    int cost, cap, v; 
    int next, re; 
}edge[MAXM]; 
int head[MAXN], e; 
int vis[MAXN]; 
int ans, cost, src, des, n; 
void init() 

    memset(head, -1, sizeof(head)); 
    e = 0; 
    ans = cost = 0; 

void add(int u, int v, int cap, int cost) 

    edge[e].v = v; 
    edge[e].cap = cap; 
    edge[e].cost = cost; 
    edge[e].re = e + 1; 
    edge[e].next = head[u]; 
    head[u] = e++; 
    edge[e].v = u; 
    edge[e].cap = 0; 
    edge[e].cost = -cost; 
    edge[e].re = e - 1; 
    edge[e].next = head[v]; 
    head[v] = e++; 

int aug(int u, int f) 

    if(u == des) 
    { 
        ans += cost * f; 
        return f; 
    } 
    vis[u] = 1; 
    int tmp = f; 
    for(int i = head[u]; i != -1; i = edge[i].next) 
        if(edge[i].cap && !edge[i].cost && !vis[edge[i].v]) 
        { 
            int delta = aug(edge[i].v, tmp < edge[i].cap ? tmp : edge[i].cap); 
            edge[i].cap -= delta; 
            edge[edge[i].re].cap += delta; 
            tmp -= delta; 
            if(!tmp) return f; 
        } 
    return f - tmp; 

bool modlabel() 

    int delta = INF; 
    for(int u = 1; u <= n; u++) 
        if(vis[u]) 
            for(int i = head[u]; i != -1; i = edge[i].next) 
                if(edge[i].cap && !vis[edge[i].v] && edge[i].cost < delta) delta = edge[i].cost; 
    if(delta == INF) return false; 
    for(int u = 1; u <= n; u++) 
        if(vis[u]) 
            for(int i = head[u]; i != -1; i = edge[i].next) 
                edge[i].cost -= delta, edge[edge[i].re].cost += delta; 
    cost += delta; 
    return true; 

void costflow() 

    do 
    { 
        do 
        { 
            memset(vis, 0, sizeof(vis)); 
        }while(aug(src, INF)); 
    }while(modlabel()); 

int nt, m; 
struct point 

    int x, y; 
}p[MAXN], h[MAXN]; 
int d[MAXN][MAXN]; 
char s[MAXN][MAXN]; 
int main() 

    while(scanf("%d%d", &m, &nt) != EOF) 
    { 
        if(m == 0 && nt == 0) break; 
        for(int i = 0; i < m; i++) 
            scanf("%s", s[i]); 
        int hcnt = 0, pcnt = 0; 
        for(int i = 0; i < m; i++) 
            for(int j = 0; j < nt; j++) 
            { 
                if(s[i][j] == 'H') 
                { 
                    hcnt++; 
                    h[hcnt].x = i; 
                    h[hcnt].y = j; 
                } 
                else if(s[i][j] == 'm') 
                { 
                    pcnt++; 
                    p[pcnt].x = i; 
                    p[pcnt].y = j; 
                } 
            } 
        for(int i = 1; i <= pcnt; i++) 
            for(int j = 1; j <= hcnt; j++) 
                d[i][j] = abs(p[i].x - h[j].x) + abs(p[i].y - h[j].y); 
        init(); 
        n = hcnt + pcnt + 2; 
        src = hcnt + pcnt + 1; 
        des = n; 
        for(int i = 1; i <= pcnt; i++) 
            for(int j = 1; j <= hcnt; j++) 
                add(i, j + pcnt, 1, d[i][j]); 
        for(int i = 1; i <= pcnt; i++) 
            add(src, i, 1, 0); 
        for(int i = 1; i <= hcnt; i++) 
            add(i + pcnt, des, 1, 0); 
        costflow(); 
        printf("%d\n", ans); 
    } 
    return 0; 

#include <iostream>
#include <algorithm>
#include <cstring>
#include <string>
#include <cstdio>
#include <cmath>
#include <queue>
#include <map>
#include <set>
#define eps 1e-5
#define MAXN 222
#define MAXM 55555
#define INF 1000000007
using namespace std;
struct EDGE
{
    int cost, cap, v;
    int next, re;
}edge[MAXM];
int head[MAXN], e;
int vis[MAXN];
int ans, cost, src, des, n;
void init()
{
    memset(head, -1, sizeof(head));
    e = 0;
    ans = cost = 0;
}
void add(int u, int v, int cap, int cost)
{
    edge[e].v = v;
    edge[e].cap = cap;
    edge[e].cost = cost;
    edge[e].re = e + 1;
    edge[e].next = head[u];
    head[u] = e++;
    edge[e].v = u;
    edge[e].cap = 0;
    edge[e].cost = -cost;
    edge[e].re = e - 1;
    edge[e].next = head[v];
    head[v] = e++;
}
int aug(int u, int f)
{
    if(u == des)
    {
        ans += cost * f;
        return f;
    }
    vis[u] = 1;
    int tmp = f;
    for(int i = head[u]; i != -1; i = edge[i].next)
        if(edge[i].cap && !edge[i].cost && !vis[edge[i].v])
        {
            int delta = aug(edge[i].v, tmp < edge[i].cap ? tmp : edge[i].cap);
            edge[i].cap -= delta;
            edge[edge[i].re].cap += delta;
            tmp -= delta;
            if(!tmp) return f;
        }
    return f - tmp;
}
bool modlabel()
{
    int delta = INF;
    for(int u = 1; u <= n; u++)
        if(vis[u])
            for(int i = head[u]; i != -1; i = edge[i].next)
                if(edge[i].cap && !vis[edge[i].v] && edge[i].cost < delta) delta = edge[i].cost;
    if(delta == INF) return false;
    for(int u = 1; u <= n; u++)
        if(vis[u])
            for(int i = head[u]; i != -1; i = edge[i].next)
                edge[i].cost -= delta, edge[edge[i].re].cost += delta;
    cost += delta;
    return true;
}
void costflow()
{
    do
    {
        do
        {
            memset(vis, 0, sizeof(vis));
        }while(aug(src, INF));
    }while(modlabel());
}
int nt, m;
struct point
{
    int x, y;
}p[MAXN], h[MAXN];
int d[MAXN][MAXN];
char s[MAXN][MAXN];
int main()
{
    while(scanf("%d%d", &m, &nt) != EOF)
    {
        if(m == 0 && nt == 0) break;
        for(int i = 0; i < m; i++)
            scanf("%s", s[i]);
        int hcnt = 0, pcnt = 0;
        for(int i = 0; i < m; i++)
            for(int j = 0; j < nt; j++)
            {
                if(s[i][j] == 'H')
                {
                    hcnt++;
                    h[hcnt].x = i;
                    h[hcnt].y = j;
                }
                else if(s[i][j] == 'm')
                {
                    pcnt++;
                    p[pcnt].x = i;
                    p[pcnt].y = j;
                }
            }
        for(int i = 1; i <= pcnt; i++)
            for(int j = 1; j <= hcnt; j++)
                d[i][j] = abs(p[i].x - h[j].x) + abs(p[i].y - h[j].y);
        init();
        n = hcnt + pcnt + 2;
        src = hcnt + pcnt + 1;
        des = n;
        for(int i = 1; i <= pcnt; i++)
            for(int j = 1; j <= hcnt; j++)
                add(i, j + pcnt, 1, d[i][j]);
        for(int i = 1; i <= pcnt; i++)
            add(src, i, 1, 0);
        for(int i = 1; i <= hcnt; i++)
            add(i + pcnt, des, 1, 0);
        costflow();
        printf("%d\n", ans);
    }
    return 0;
}
然後再來一個最基礎的模板

這個模板呢,跟上一個一樣的地方就是初始化,src代表起點,des是終點,n是頂點的個數

 

 

[cpp]
#include <iostream>  
#include <algorithm>  
#include <cstring>  
#include <string>  
#include <cstdio>  
#include <cmath>  
#include <queue>  
#include <map>  
#include <set>  
#define eps 1e-5  
#define MAXN 555  
#define MAXM 55555  
#define INF 100000007  
using namespace std; 
struct EDGE 

    int v, cap, cost, next, re;    //  re記錄逆邊的下標。  
}edge[MAXM]; 
int n, m, ans, flow, src, des; 
int e, head[MAXN]; 
int que[MAXN], pre[MAXN], dis[MAXN]; 
bool vis[MAXN]; 
void init() 

    e = ans = flow = 0; 
    memset(head, -1, sizeof(head)); 

void addEdge(int u, int v, int cap, int cost) 

    edge[e].v = v; 
    edge[e].cap = cap; 
    edge[e].cost = cost; 
    edge[e].next = head[u]; 
    edge[e].re = e + 1; 
    head[u] = e++; 
    edge[e].v = u; 
    edge[e].cap = 0; 
    edge[e].cost = -cost; 
    edge[e].next = head[v]; 
    edge[e].re = e - 1; 
    head[v] = e++; 

bool spfa() 

    int i, h = 0, t = 1; 
    for(i = 0; i < MAXN; i ++) 
    { 
        dis[i] = INF; 
        vis[i] = false; 
    } 
    dis[src] = 0; 
    que[0] = src; 
    vis[src] = true; 
    while(t > h) 
    { 
        int u = que[h++]; 
        for(i = head[u]; i != -1; i = edge[i].next) 
        { 
            int v = edge[i].v; 
            if(edge[i].cap && dis[v] > dis[u] + edge[i].cost) 
            { 
                dis[v] = dis[u] + edge[i].cost; 
                pre[v] = i; 
                if(!vis[v]) 
                { 
                    vis[v] = true; 
                    que[t++] = v; 
                } 
            } 
        } 
        vis[u] = false; 
    } 
    if(dis[des] == INF) return false; 
    return true; 

void end() 

    int u, p, mi = INF; 
    for(u = des; u != src; u = edge[edge[p].re].v) 
    { 
        p = pre[u]; 
        mi = min(mi, edge[p].cap); 
    } 
    for(u = des; u != src; u = edge[edge[p].re].v) 
    { 
        p = pre[u]; 
        edge[p].cap -= mi; 
        edge[edge[p].re].cap += mi; 
        ans += mi * edge[p].cost;     //  cost記錄的為單位流量費用,必須得乘以流量。  
    } 
    flow += mi; 

void build() 

 

void MCMF() 

    init(); 
    build(); 
    while(spfa()) end(); 

int main() 

 
    return 0; 

#include <iostream>
#include <algorithm>
#include <cstring>
#include <string>
#include <cstdio>
#include <cmath>
#include <queue>
#include <map>
#include <set>
#define eps 1e-5
#define MAXN 555
#define MAXM 55555
#define INF 100000007
using namespace std;
struct EDGE
{
    int v, cap, cost, next, re;    //  re記錄逆邊的下標。
}edge[MAXM];
int n, m, ans, flow, src, des;
int e, head[MAXN];
int que[MAXN], pre[MAXN], dis[MAXN];
bool vis[MAXN];
void init()
{
    e = ans = flow = 0;
    memset(head, -1, sizeof(head));
}
void addEdge(int u, int v, int cap, int cost)
{
    edge[e].v = v;
    edge[e].cap = cap;
    edge[e].cost = cost;
    edge[e].next = head[u];
    edge[e].re = e + 1;
    head[u] = e++;
    edge[e].v = u;
    edge[e].cap = 0;
    edge[e].cost = -cost;
    edge[e].next = head[v];
    edge[e].re = e - 1;
    head[v] = e++;
}
bool spfa()
{
    int i, h = 0, t = 1;
    for(i = 0; i < MAXN; i ++)
    {
        dis[i] = INF;
        vis[i] = false;
    }
    dis[src] = 0;
    que[0] = src;
    vis[src] = true;
    while(t > h)
    {
        int u = que[h++];
        for(i = head[u]; i != -1; i = edge[i].next)
        {
            int v = edge[i].v;
            if(edge[i].cap && dis[v] > dis[u] + edge[i].cost)
            {
                dis[v] = dis[u] + edge[i].cost;
                pre[v] = i;
                if(!vis[v])
                {
                    vis[v] = true;
                    que[t++] = v;
                }
            }
        }
        vis[u] = false;
    }
    if(dis[des] == INF) return false;
    return true;
}
void end()
{
    int u, p, mi = INF;
    for(u = des; u != src; u = edge[edge[p].re].v)
    {
        p = pre[u];
        mi = min(mi, edge[p].cap);
    }
    for(u = des; u != src; u = edge[edge[p].re].v)
    {
        p = pre[u];
        edge[p].cap -= mi;
        edge[edge[p].re].cap += mi;
        ans += mi * edge[p].cost;     //  cost記錄的為單位流量費用,必須得乘以流量。
    }
    flow += mi;
}
void build()
{

}
void MCMF()
{
    init();
    build();
    while(spfa()) end();
}
int main()
{

    return 0;
}

 

最後來一個使用 Small Label First 優化

的 SPFA 來維護 zkw 算法中的距離標號, 保留多路增廣

這也是根據原作者的程序改的,這個貌似就可以用負的邊權了


[cpp]
#include <iostream>  
#include <algorithm>  
#include <cstring>  
#include <string>  
#include <cstdio>  
#include <cmath>  
#include <queue>  
#include <deque>  
#include <map>  
#include <set>  
#define eps 1e-5  
#define MAXN 555  
#define MAXM 55555  
#define INF 100000007  
using namespace std; 
struct EDGE 

    int cost, cap, v; 
    int next, re; 
}edge[MAXM]; 
int head[MAXN], e; 
int vis[MAXN], d[MAXN]; 
int ans, cost, src, des, n; 
void init() 

    memset(head, -1, sizeof(head)); 
    e = 0; 
    ans = cost = 0; 

void add(int u, int v, int cap, int cost) 

    edge[e].v = v; 
    edge[e].cap = cap; 
    edge[e].cost = cost; 
    edge[e].re = e + 1; 
    edge[e].next = head[u]; 
    head[u] = e++; 
    edge[e].v = u; 
    edge[e].cap = 0; 
    edge[e].cost = -cost; 
    edge[e].re = e - 1; 
    edge[e].next = head[v]; 
    head[v] = e++; 

int aug(int u, int f) 

    if(u == des) 
    { 
        ans += cost * f; 
        return f; 
    } 
    vis[u] = 1; 
    int tmp = f; 
    for(int i = head[u]; i != -1; i = edge[i].next) 
        if(edge[i].cap && !edge[i].cost && !vis[edge[i].v]) 
        { 
            int delta = aug(edge[i].v, tmp < edge[i].cap ? tmp : edge[i].cap); 
            edge[i].cap -= delta; 
            edge[edge[i].re].cap += delta; 
            tmp -= delta; 
            if(!tmp) return f; 
        } 
    return f - tmp; 

bool modlabel() 

    for(int i = 0; i <= n; i++) d[i] = INF; 
    d[des] = 0; 
    deque<int>Q; 
    Q.push_back(des); 
    while(!Q.empty()) 
    { 
        int u = Q.front(), tmp; 
        Q.pop_front(); 
        for(int i = head[u]; i != -1; i = edge[i].next) 
            if(edge[edge[i].re].cap && (tmp = d[u] - edge[i].cost) < d[edge[i].v]) 
                (d[edge[i].v] = tmp) <= d[Q.empty() ? src : Q.front()] ? Q.push_front(edge[i].v) : Q.push_back(edge[i].v); 
    } 
    for(int u = 1; u <= n; u++) 
        for(int i = head[u]; i != -1; i = edge[i].next) 
            edge[i].cost += d[edge[i].v] - d[u]; 
    cost += d[src]; 
    return d[src] < INF; 

void costflow() 

    while(modlabel()) 
    { 
        do 
        { 
            memset(vis, 0, sizeof(vis)); 
        }while(aug(src, INF)); 
    } 

int nt, m; 
struct point 

    int x, y; 
}p[MAXN], h[MAXN]; 
int dis[MAXN][MAXN]; 
char s[MAXN][MAXN]; 
int main() 

    while(scanf("%d%d", &m, &nt) != EOF) 
    { 
        if(m == 0 && nt == 0) break; 
        for(int i = 0; i < m; i++) 
            scanf("%s", s[i]); 
        int hcnt = 0, pcnt = 0; 
        for(int i = 0; i < m; i++) 
            for(int j = 0; j < nt; j++) 
            { 
                if(s[i][j] == 'H') 
                { 
                    hcnt++; 
                    h[hcnt].x = i; 
                    h[hcnt].y = j; 
                } 
                else if(s[i][j] == 'm') 
                { 
                    pcnt++; 
                    p[pcnt].x = i; 
                    p[pcnt].y = j; 
                } 
            } 
        for(int i = 1; i <= pcnt; i++) 
            for(int j = 1; j <= hcnt; j++) 
                dis[i][j] = abs(p[i].x - h[j].x) + abs(p[i].y - h[j].y); 
        init(); 
        n = hcnt + pcnt + 2; 
        src = hcnt + pcnt + 1; 
        des = n; 
        for(int i = 1; i <= pcnt; i++) 
            for(int j = 1; j <= hcnt; j++) 
                add(i, j + pcnt, 1, dis[i][j]); 
        for(int i = 1; i <= pcnt; i++) 
            add(src, i, 1, 0); 
        for(int i = 1; i <= hcnt; i++) 
            add(i + pcnt, des, 1, 0); 
        costflow(); 
        printf("%d\n", ans); 
    } 
    return 0; 

作者:sdj222555
 
 

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