2011-04-23 67 views
7

我知道这已被问过,但我没有在任何帖子中找到答案。有人可以建议我一个枚举图中所有哈密顿路径的算法吗?枚举*所有*哈密尔顿路径

有点背景:我正在研究一个问题,我必须列举每个哈密尔顿路径,做一些分析并返回结果。为此,我需要列举所有可能的哈密尔顿路径。

谢谢。

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你尝试普通的搜索? BFS/DFS?你的图表有多大? – slezica 2011-04-23 18:47:23

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圣地亚哥,谢谢你的回复。我的图很小(6-7节点)。我曾考虑过BFS和DFS,但我认为BFS/DFS用于搜索特定的密钥,而不是列举所有可能的路径。我如何让BFS/DFS生成*所有*可能的周期.. – 2011-04-23 20:11:14

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定期BFS/DFS找到匹配的第一个键后停止。你只需要改变它,让它遍历整个图(如果可能的话),并将其记录为解决方案。 – slezica 2011-04-23 23:28:39

回答

3

按照建议使用BFS/DFS,但不要停在第一个解决方案。 BFS/DFS的主要用途(在这种情况下)将是找到所有的解决方案,你需要给它一个条件停止在第一个。

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谢谢。你能否详细说明你的意思是“解决方案”。据我所知,在图上运行DFS将简单地给出访问节点序列(例如,对于具有顶点A,B,C,D的图的A→B→C→D)。但它永远不会“探索”所有可能的路径。你能否详细说明一下? – 2011-04-23 23:56:31

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DFS和BFS都会为您提供从特定节点开始的所有可能路径。从这些哈密尔顿路径中,那些长度与图形大小完全相同的节点,每个节点只存在一次。所以如果你有一个有5个节点的图,并且有一个p1-> p2-> p3-> p4-> p5的路径,它就是一个哈密尔顿路径。另外请注意,您将不得不从每个节点开始搜索。 – SinistraD 2011-04-24 00:46:39

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谢谢SinistraD,这非常有帮助! – 2011-04-24 20:52:31

3

我的Java代码:(绝对基于递归方法)

算法:

+开始在1点连接到另一点它可以看到(以形成路径)。

+删除路径并递归查找最新点的新路径,直到连接图的所有点。

+除去路径和回溯到初始图表如果斜面形成从最新点

public class HamiltonPath { 
public static void main(String[] args){ 
    HamiltonPath obj = new HamiltonPath(); 

    int[][]x = {{0,1,0,1,0}, //Represent the graphs in the adjacent matrix forms 
       {1,0,0,0,1}, 
       {0,0,0,1,0}, 
       {1,0,1,0,1}, 
       {0,1,0,1,0}}; 

    int[][]y = {{0,1,0,0,0,1}, 
       {1,0,1,0,0,1}, 
       {0,1,0,1,1,0}, 
       {0,0,1,0,0,0}, 
       {0,0,1,0,0,1}, 
       {1,1,0,0,1,0}}; 

    int[][]z = {{0,1,1,0,0,1}, 
       {1,0,1,0,0,0}, 
       {1,1,0,1,0,1}, 
       {0,0,1,0,1,0}, 
       {0,0,0,1,0,1}, 
       {1,0,1,0,1,0}}; 

    obj.allHamiltonPath(y); //list all Hamiltonian paths of graph 
    //obj.HamiltonPath(z,1); //list all Hamiltonian paths start at point 1 


} 

static int len; 
static int[]path; 
static int count = 0;  

public void allHamiltonPath(int[][]x){ //List all possible Hamilton path in the graph 
    len = x.length; 
    path = new int[len]; 
    int i; 
    for(i = 0;i<len;i++){ //Go through column(of matrix) 
     path[0]=i+1; 
     findHamiltonpath(x,0,i,0); 
    } 
} 

public void HamiltonPath(int[][]x, int start){ //List all possible Hamilton path with fixed starting point 
    len = x.length; 
    path = new int[len]; 
    int i; 
    for(i = start-1;i<start;i++){ //Go through row(with given column) 
     path[0]=i+1; 
     findHamiltonpath(x,0,i,0); 
    } 
} 

private void findHamiltonpath(int[][]M,int x,int y,int l){ 

    int i; 
     for(i=x;i<len;i++){   //Go through row 

      if(M[i][y]!=0){  //2 point connect 

       if(detect(path,i+1))// if detect a point that already in the path => duplicate 
        continue; 

       l++;   //Increase path length due to 1 new point is connected 
       path[l]=i+1; //correspond to the array that start at 0, graph that start at point 1 
       if(l==len-1){//Except initial point already count =>success connect all point 
        count++; 
        if (count ==1) 
       System.out.println("Hamilton path of graph: "); 
        display(path); 
        l--; 
        continue; 
       } 

       M[i][y]=M[y][i]=0; //remove the path that has been get and 
       findHamiltonpath(M,0,i,l); //recursively start to find new path at new end point 
       l--;    // reduce path length due to the failure to find new path   
       M[i][y] = M[y][i]=1; //and tranform back to the inital form of adjacent matrix(graph) 
      } 
    }path[l+1]=0; //disconnect two point correspond the failure to find the.. 
}      //possible hamilton path at new point(ignore newest point try another one)   

public void display(int[]x){ 

    System.out.print(count+" : "); 
    for(int i:x){ 
     System.out.print(i+" "); 
    } 
     System.out.println(); 
} 

private boolean detect(int[]x,int target){ //Detect duplicate point in Halmilton path 
    boolean t=false;       
    for(int i:x){ 
     if(i==target){ 
      t = true; 
      break; 
     } 
    } 
    return t; 
} 

}

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解决方案在Python3:

def hamiltonians(G, vis = []): 
    if not vis: 
     for n in G: 
      for p in hamiltonians(G, [n]): 
       yield p 
    else: 
     dests = set(G[vis[-1]]) - set(vis) 
     if not dests and len(vis) == len(G): 
      yield vis 
     for n in dests: 
      for p in hamiltonians(G, vis + [n]): 
       yield p 
G = {'a' : 'bc', 'b' : 'ad', 'c' : 'b', 'd' : 'ac'} 
print(list(hamiltonians(G)))