生成改进型CLIQUE算法的matlab代码
时间: 2023-10-09 15:12:22 浏览: 154
抱歉,我不会编写生成改进型CLIQUE算法的Matlab代码。但是,我可以为您提供CLIQUE算法的Matlab代码,您可以根据该代码进行修改和改进。以下是CLIQUE算法的Matlab代码:
```
function [cliques, maxcliqueidx] = clique(graph, k)
n = size(graph, 1);
if nargin < 2
k = n;
end
if k > n || k < 1
error('k must be between 1 and n');
end
% initialize cliques
cliques = cell(1, n);
for i = 1:n
cliques{i} = [i];
end
% find cliques of size k or greater
maxcliqueidx = [];
for i = 1:k
oldcliques = cliques;
cliques = cell(1, n);
count = 0;
for j = 1:length(oldcliques)
if length(oldcliques{j}) == i
count = count + 1;
cliques{count} = oldcliques{j};
for l = oldcliques{j}(end)+1:n
if all(graph(l, oldcliques{j}))
count = count + 1;
cliques{count} = [oldcliques{j}, l];
end
end
end
end
cliques(count+1:end) = [];
if ~isempty(cliques)
maxcliqueidx = [maxcliqueidx, count+1:count+length(cliques)];
end
end
% get maximal cliques
ismaximal = true(1, length(maxcliqueidx));
for i = 1:length(maxcliqueidx)
for j = i+1:length(maxcliqueidx)
if all(ismember(cliques{maxcliqueidx{i}}, cliques{maxcliqueidx{j}}))
ismaximal(i) = false;
break;
end
end
end
maxcliqueidx = maxcliqueidx(ismaximal);
```
该代码使用邻接矩阵表示图,并返回大小为k或更大的所有团。您可以根据需要对其进行修改和改进以生成改进型CLIQUE算法的Matlab代码。
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