如何在Matlab中找到边缘列表中的连通边

时间:2017-07-29 04:51:22

标签: matlab graph edges connected-components

我有一个边缘列表如下。

75  77
77  78
78  79
60  63
61  65
65  67
57  62
62  64
67  81
81  85

我想按如下方式分离连接的边缘。

75 60 61 57 
77 63 65 62
78    67 64
79    81
      85

我在Matlab中编写了以下代码。

edges = [75 77; 77 78; 78 79; 60 63; 61 65; 65 67; 57 62; 62 64; 67 81; 81 85];
visited = zeros(size(edges,1),1);
cEdges = [];

cEdgesC = 1;
cEdges(1,cEdgesC) = edges(1,1);
cEdges(2,cEdgesC) = edges(1,2);
visited(1,1) = 1;
orgR = 1;
orgC = 2;

while sum(visited) <= size(visited,1)
    cEdgesR = nnz(cEdges(:,cEdgesC));
    currentVertex = cEdges(cEdgesR,cEdgesC);
    fprintf('\n%d\t%d',cEdgesR,currentVertex);

    [foundR,foundC] = find(edges==currentVertex);
    foundR(foundR==orgR) = [];
    foundC(foundC==orgC) = [];

    while isempty(foundR)
        fmt=repmat('%d ',1,cEdgesR);
        fprintf('\nLoop found: ');
        fprintf(fmt,(cEdges(:,cEdgesC))');

        cEdgesC = cEdgesC+1;

        orgR = find(visited==0, 1, 'first');
        orgC = 1;

        cEdges(1,cEdgesC) = edges(orgR,orgC);
        cEdges(2,cEdgesC) = edges(orgR,orgC+1);
        visited(orgR,1) = 1;

        cEdgesR = nnz(cEdges(:,cEdgesC));
        currentVertex = cEdges(2,cEdgesC);
        fprintf('\n%d\t%d',cEdgesR,currentVertex);

        [foundR,foundC]=find(edges==currentVertex);
        foundR(foundR==orgR) = [];
        foundC(foundC==orgC) = [];

        if isempty(foundR)
            // What to do here?
        end
    end

    fprintf('\t%d\t%d',foundR,foundC);
    orgR = foundR;
    if foundC == 1
        cEdges(cEdgesR+1,1) = edges(foundR,foundC+1);
        orgC = foundC+1;
    else
        cEdges(cEdgesR+1,1) = edges(foundR,foundC-1);
        orgC = foundC-1;
    end
    visited(foundR,1) = 1;
end

代码在一个没有停止的循环中运行。我觉得问题是在内部while循环结束时。如果在最后再次满足相同的条件,我怎么能跳回内部while循环的开头?谢谢。

编辑: Example larger matrix of edges

2 个答案:

答案 0 :(得分:1)

如果你不考虑循环情况和反向连接,这应该是容易的问题。

edges = [75 77; 77 78; 78 79; 60 63; 61 65; 65 67; 57 62; 62 64; 67 81; 81 85];
NumEdges=size(edges,1);
visited = false(NumEdges,1);
List=cell(0);
k=0;
for i=1:NumEdges
    if ~visited(i)
        k=k+1;
        List{k}=edges(i,1);
        Idx=i;
        while ~isempty(Idx)
            visited(Idx)=true;
            List{k}(end+1)=edges(Idx,2);
            Idx=find(edges(:,1)==edges(Idx,2) & ~visited,1);
        end
    end
end
celldisp(List)

答案 1 :(得分:0)

我解决了它,包括循环案例和反向连接。只是想为任何有兴趣的人发布帖子。

edges = [75 77; 77 78; 78 79; 60 63; 61 65; 65 67; 57 62; 62 64; 67 81; 81 85];
visited = zeros(size(edges,1),1);
cEdges = [];

cEdgesC = 1;
cEdges(1,cEdgesC) = edges(1,1);
cEdges(2,cEdgesC) = edges(1,2);
visited(1,1) = 1;
orgR = 1;
orgC = 2;

cEdgesR = nnz(cEdges(:,cEdgesC));
currentVertex = cEdges(cEdgesR,cEdgesC);

loops = 0;

while sum(visited) < size(visited,1)
    i=0;
    found=0;
    while i<size(edges,1)
        i=i+1;
        if edges(i,1)==currentVertex && visited(i,1)==0
            cEdgesR = nnz(cEdges(:,cEdgesC));
            cEdges(cEdgesR,cEdgesC)=edges(i,1);
            cEdges(cEdgesR+1,cEdgesC)=edges(i,2);
            currentVertex = cEdges(cEdgesR+1,cEdgesC);
            visited(i,1)=1;
            i=0;
            found=1;
        elseif edges(i,2)==currentVertex && visited(i,1)==0
            cEdgesR = nnz(cEdges(:,cEdgesC));
            cEdges(cEdgesR,cEdgesC)=edges(i,2);
            cEdges(cEdgesR+1,cEdgesC)=edges(i,1);
            currentVertex = cEdges(cEdgesR+1,cEdgesC);
            visited(i,1)=1;
            i=0;
            found=1;
        end
    end
    if found==0
        fprintf('\nloop: ');
        loops = loops+1;
        loopVs = nnz(cEdges(:,loops));
        for j=1:loopVs
            fprintf('\t%d',cEdges(j,loops));
        end
        cEdgesT = cEdges.';
        cEdgesC = nnz(cEdgesT(:,1))+1;
        cEdgesR = 1;
        nextEi = find(visited==0, 1, 'first');
        cEdges(1,cEdgesC) = edges(nextEi,1);
        cEdges(2,cEdgesC) = edges(nextEi,2);
        visited(nextEi,1) = 1;
        currentVertex = cEdges(2,cEdgesC);
    end
end

fprintf('\nno. of loops = %d',loops);