I have managed to get it to work to the extent where it performs the right amount of optimizations for the varying variables outside the optimization. However for each optimization it overwrites the previous values, meaning at the end there is only 1 set of values when there should be 100. I know it is performing all 100 optimizations because of the "disp(x)" is showing 100 sets of values but just not storing them as an array in the workspace.
for X=1:1:10
for Y=1:1:10
ObjFcn = @myObjective;
x0 = [10 0.001 7];
LB = [0 0 0];
UB = [50 0.5 7.5];
ConsFcn = @(x)myConstraints(x,X,Y);
[x] = fmincon(ObjFcn,x0,[],[],[],[],LB,UB,ConsFcn);
disp(x)
disp(myObjective(x))
end
end