--- a +++ b/Frequency-domain_Complex_network/LPVG-F.m @@ -0,0 +1,34 @@ +function [adjmatrix] = LPVG(time_series,L) +[num,len,~] = size(time_series); +time_series = abs(fft(time_series))/len; +min_value=min(time_series); +if (min_value<0) + time_series = time_series+abs(min_value); +end +adjmatrix = zeros(len,len); +xlmatrix = zeros(len,len); +for i = 1:len + for j = i:len + xlmatrix(i,j)=(time_series(j)-time_series(i))/abs(i-j); + end +end +min_matrix=min(min(xlmatrix)); +for k = 1:len + Y = ones(1,L+1); + Y = min_matrix*Y; + for l = k+1:len + if abs(k-l)<=L+1 + adjmatrix(k,l)=1;adjmatrix(l,k)=1; + if Y(1,1)<xlmatrix(k,l) + Y(1,1)=xlmatrix(k,l); + Y=sort(Y); + end + elseif Y(1,1)<xlmatrix(k,l) + adjmatrix(k,l)=1;adjmatrix(l,k)=1; + Y(1,1)=xlmatrix(k,l); + Y=sort(Y); + else + adjmatrix(k,l)=0;adjmatrix(l,k)=0; + end + end +end