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NonDominatedSorting.m
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50 lines (45 loc) · 1.06 KB
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function [pop, F]=NonDominatedSorting(pop)
nPop=numel(pop);
for i=1:nPop
pop(i).DominationSet=[];
pop(i).DominatedCount=0;
end
F{1}=[];
for i=1:nPop
for j=i+1:nPop
tmp = Dominates(pop(i).Cost,pop(j).Cost,pop(i).Constrains,pop(j).Constrains);
if tmp == 1
pop(i).DominationSet=[pop(i).DominationSet j];
pop(j).DominatedCount=pop(j).DominatedCount+1;
elseif tmp == -1
pop(j).DominationSet=[pop(j).DominationSet i];
pop(i).DominatedCount=pop(i).DominatedCount+1;
end
end
if pop(i).DominatedCount==0
F{1}=[F{1} i];
pop(i).Rank=1;
end
end
k=1;
while true
Q=[];
for i=F{k}
p=pop(i);
for j=p.DominationSet
q=pop(j);
q.DominatedCount=q.DominatedCount-1;
if q.DominatedCount==0
Q=[Q j];
q.Rank=k+1;
end
pop(j)=q;
end
end
if isempty(Q)
break;
end
k=k+1;
F{k}=Q;
end
end