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  • dijkstra,SPFA,Floyd求最短路

    Dijkstra:

    裸的算法,O(n^2),使用邻接矩阵:

    算法思想:

    定义两个集合,一开始集合1只有一个源点,集合2有剩下的点。

    STEP1:在集合2中找一个到源点距离最近的顶点k:min{d[k]}

    STEP2:把顶点k加入集合1中,同时修改集合2中的剩余顶点j的d[j]是否经过k之后变短,若变短则修改d[j];

    if d[k]+a[k,j]<d[j] then   d[j]=d[k]+a[k,j];

    STEP3:重复STEP1,直到集合2为空为止。

    #include <iostream>
    #include <cstring>
    using namespace std;
    #define MAXINT 9999999
    
    int minx,minj,x,y,t,k,n,m,tmp;
    int v[1000],d[1000],a[1000][1000];
    
    int main()
    {
        cin>>n>>m>>k;
        memset(a,0,sizeof(a));
        memset(d,MAXINT,sizeof(d));
        memset(v,0,sizeof(v));
        d[k]=0;
        for (int i=1;i<=m;i++)
        {
            cin>>x>>y>>t;
            a[x][y]=t;
            a[y][x]=t;
        }
    
        for (int i=1;i<=n-1;i++)
        {
            minx=MAXINT;
            for (int j=1;j<=n;j++)
                if ((v[j]==0)&&(d[j]<minx))
                {
                    minx=d[j];
                    minj=j;
                }
            v[minj]=1;
            for (int j=1;j<=n;j++)
                if ((v[j]==0)&&(a[minj][j]>0))
                {
                    tmp=d[minj]+a[minj][j];
                    if (tmp<d[j])   d[j]=tmp;
                }
        }
    
        for (int i=1;i<=n;i++)
            cout<<d[i]<<" ";
        cout<<endl;
    
        return 0;
    }
    View Code

    Tips:上述STEP1可以用优先队列优化

    模版:

    (使用邻接表,Reference:http://www.cnblogs.com/qijinbiao/archive/2012/10/04/2711780.html)

    eg:邻接表

    i:某条边的起点  eg[i][j].x:从点i出发的第j条边的终点  eg[i][j].d:这条边的距离

    #include <iostream>
    #include <cstdio>
    #include <queue>
    #include <vector>
    using namespace std;
    const int Ni = 10000;
    const int INF = 1<<27;
    struct node{
        int x,d;
        node(){}
        node(int a,int b){x=a;d=b;}
        bool operator < (const node & a) const
        {
            if(d==a.d) return x<a.x;
            else return d > a.d;
        }
    };
    vector<node> eg[Ni];
    int dis[Ni],n;
    void Dijkstra(int s)
    {
        int i;
        for(i=0;i<=n;i++) dis[i]=INF;
        dis[s]=0;
        priority_queue<node> q;
        q.push(node(s,dis[s]));
        while(!q.empty())
        {
            node x=q.top();q.pop();
            for(i=0;i<eg[x.x].size();i++)
            {
                node y=eg[x.x][i];
                if(dis[y.x]>x.d+y.d)
                {
                    dis[y.x]=x.d+y.d;
                    q.push(node(y.x,dis[y.x]));
                }
            }
        }
    }
    int main()
    {
        int a,b,d,m,k;
        scanf("%d%d%d",&n,&m,&k);
        for(int i=0;i<=n;i++) eg[i].clear();
        while(m--)
        {
            scanf("%d%d%d",&a,&b,&d);
            eg[a].push_back(node(b,d));
            eg[b].push_back(node(a,d));
        }
        Dijkstra(k);
    
        for (int i=1;i<=n;i++)
            printf("%d
    ",dis[i]);
    
        return 0;
    }
    View Code

    STL优先队列Reference:http://www.cnblogs.com/wanghetao/archive/2012/05/22/2513514.html

    SPFA:

    即用队列优化过的Bellman-Ford

    ( Reference:http://blog.csdn.net/niushuai666/article/details/6791765 )

    Pascal代码...

    var q,d:array[1..1000] of longint;
        a:array[1..1000,1..1000] of longint;
        visited:array[1..1000] of boolean;
        head,tail,s,n,dt,i,j:longint;
    
    begin
    assign(input,'spfa.in');
    reset(input);
    
    fillchar(d,sizeof(d),127 div 3);
    fillchar(visited,sizeof(visited),false);
    fillchar(a,sizeof(a),0);
    
    readln(s);
    d[s]:=0;
    readln(n);
    for i:=1 to n do
     for j:=1 to n do
      begin
      read(dt);
      a[i,j]:=dt;
      a[j,i]:=dt;
    { if dt<>0 then
       begin
       if i=s then d[j]:=dt;
       if j=s then d[i]:=dt;
       end;
      }
      end;
    
    head:=0;
    q[1]:=s;
    visited[s]:=true;
    tail:=1;
    while head<tail do
     begin
     inc(head);
     visited[q[head]]:=false;
     for i:=1 to n do
      begin
      if (a[q[head],i]>0) and (d[q[head]]+a[q[head],i]<d[i]) then
       begin
       d[i]:=d[q[head]]+a[q[head],i];
       if not visited[i] then
        begin
        inc(tail);
        q[tail]:=i;
        visited[i]:=true;
        end;
       end;
      end;
     end;
    
    for i:=1 to n do
     write(d[i],' ');
    writeln;
    
    close(input);
    end.
    View Code

    Floyd:

    多源最短路

    //path[i,j]:用来输出最短路径
    //floyd
    var path,d:array[1..1000,1..1000] of longint;
        n,k,i,j,st,en,x,y,tmp:longint;
    
    procedure dfs(i,j:longint);
    begin
    if path[i,j]>0 then
     begin
     dfs(i,path[i,j]);
     write(path[i,j],'->');
     dfs(path[i,j],j);
     end;
    end;
    
    begin
    assign(input,'floyd.in');
    reset(input);
    
    fillchar(d,sizeof(d),127 div 3);
    
    readln(n);
    
    for i:=1 to n do d[i,i]:=0;
    for i:=1 to n do
     for j:=1 to n do
      path[i,j]:=-1;
    
    readln(st,en);
    while not eof do
     begin
     readln(x,y,tmp);
     d[x,y]:=tmp;
     d[y,x]:=tmp;
     path[x,y]:=0;
     path[y,x]:=0;
     end;
    
    for k:=1 to n do
     for i:=1 to n do
      for j:=1 to n do
       begin
       if d[i,k]+d[k,j]<d[i,j] then
        begin
        d[i,j]:=d[i,k]+d[k,j];
        path[i,j]:=k;
        end;
       end;
    
    writeln(d[st,en]);
    
    write(st,'->');
    dfs(st,en);
    writeln(en);
    
    close(input);
    end.
    View Code
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  • 原文地址:https://www.cnblogs.com/pdev/p/3871445.html
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