Hi,
I understand that you are trying to find one to one correspondence between X and Y. One approach to find it using knnsearch is:-
load hospital;
X = [hospital.Age hospital.Weight];
tempX = X;
Y = [20 162; 30 169; 40 168; 50 170; 60 171];
for i=1:size(Y,1)
Idx = knnsearch(X,Y(i,:));
tempX(Idx,:) = inf;
id(i) = Idx;
end
load hospital;
X = [hospital.Age hospital.Weight];
Y = [20 162; 30 169; 40 168; 50 170; 60 171];
D = pdist2(X,Y);
[D,I] = sort(D);
temp = zeros(size(D,1),1);
id = zeros(size(D,2),1);
for i=1:size(D,2)
count = 1;
while(temp(I(count,i))~=1 || id(i)==0)
if temp(I(count,i))==0
temp(I(count,i)) = 1;
id(i) = I(count,i);
else
count = count+1;
end
end
end
