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社區(qū)發(fā)現(xiàn) GN 算法完整實現(xiàn),無向圖和有向圖,強社團等

資源截圖

代碼片段和文件信息

clc;
clear;
mat=load(‘e:\exam\find_coremembers\reference38.txt‘);
n=length(mat);
m=sum(sum(mat))/2;
?
vs=[1:n];???%vs?are?the?vertices?which?need?to?be?recalculate
for?i1=1:m
????smat=zeros(n);
????%calculate?the?shortest-path?betweenness
????for?i2=1:length(vs)
????????%BFS
????????ln=0;???%number?of?leaves
????????D=zeros(1length(vs))-1;
????????D(vs(i2))=0;
????????W(vs(i2))=1;
????????pah=1;pat=1;????%two?pointers?indicate?the?index?of?array
????????array(pat)=vs(i2);
????????pat=pat+1;
????????%calculate?the?distances?and?weight?of?vertices
????????while(pah????????????tp=array(pah);
????????????leaf=1;?%assume?tp?is?a?leaf
????????????for?i3=1:length(vs)
????????????????if(mat(vs(tp)vs(i3)))
????????????????????if(D(vs(i3))==-1)
????????????????????????leaf=0;?%tp?isn‘t?a?leaf
????????????????????????array(pat)=vs(i3);
????????????????????????pat=pat+1;
????????????????????????D(vs(i3))=D(vs(tp))+1;
????????????????????????W(vs(i3))=W(vs(tp));
????????????????????elseif(D(vs(i3))==D(vs(tp))+1)
????????????????????????W(vs(i3))=W(vs(i3))+W(vs(tp));
????????????????????end
????????????????end
????????????end
????????????if(leaf)
????????????????ln=ln+1;
????????????????leaves(ln)=tp;
????????????end
????????????pah=pah+1;
????????end
????????%calculate?the?betweenness?of?the?edges
????????tvs=vs;
????????for?i3=1:length(tvs)?%sort?vs?by?des?of?D
????????????for?i4=i3+1:length(tvs)
????????????????if(D(tvs(i3))????????????????????t=tvs(i3);
????????????????????tvs(i3)=tvs(i4);
????????????????????tvs(i4)=t;
????????????????end
????????????end
????????end
????????tmat=zeros(n);??%temp?matrix?to?save?the?betweenness
????????T=zeros(1n);???%temp?array?to?save?the?sum?of?betweenness?of?the?lower?edges?of?a?vertex
????????for?i3=1:length(tvs)
????????????tp=tvs(i3);
????????????for?i4=1:length(tvs)
????????????????if(mat(tvs(i3)tvs(i4))?&&?D(tvs(i3))==D(tvs(i4))-1?&&?D(tvs(i3))~=-1)
????????????????????T(tvs(i3))=T(tvs(i3))+tmat(tvs(i3)tvs(i4));
????????????????end
????????????end
????????????for?i4=1:length(tvs)
????????????????if(mat(tvs(i3)tvs(i4))?&&?D(tvs(i3))==D(tvs(i4))+1?&&?D(tvs(i4))~=-1)
????????????????????tmat(tvs(i3)tvs(i4))=(T(tvs(i3))+1)*W(tvs(i4))/W(tvs(i3));
????????????????????tmat(tvs(i4)tvs(i3))=tmat(tvs(i3)tvs(i4));
????????????????end
????????????end
????????end
????????smat=smat+tmat;
????end
????%find?the?max-betweenness?edge
????t=0;
????for?i2=1:n
????????for?i3=1:n
????????????if(smat(i2i3)>t)
????????????????t=smat(i2i3);
????????????????cut(i1:)=[i2?i3?smat(i2i3)];
????????????end
????????end
????end
????%save(‘tmat.txt‘‘mat‘‘-ascii‘);
????mat(cut(i11)cut(i12))=0;
????mat(cut(i12)cut(i11))=0;
end
cut


?屬性????????????大小?????日期????時間???名稱
-----------?---------??----------?-----??----

?????文件???????2803??2009-03-11?16:14??GN.m

-----------?---------??----------?-----??----

?????????????????2803????????????????????1


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