I was able to use OutputFcn to display the Pareto-front values fval and corresponding x, achieving this with the following output function:
function [state, options, optchanged] = dispParetoFront(options, state, flag)
optchanged = false;
if isequal(flag, 'iter')
topRankedIdx = state.Rank == 1;
fval = state.Score(topRankedIdx,:);
x = state.Population(topRankedIdx,:);
disp(fval);
disp(x);
end
end
In the code above, fval corresponds to the values being plotted. Below is the corresponding plot:
Please refer to the below plot for one such iteration:
Following is the output of the OutputFcn for that iteration:
Average Average
Generation Func-count Pareto distance Pareto spread
1 100 1 1
175.7636 213.0926
222.3589 202.6253
207.0830 206.5507
Columns 1 through 12
5.3488 0.6370 0.1491 -0.5133 0.2020 -1.0246 2.5131 0.3995 -0.9634 -5.1355 3.5102 2.6572
-1.5666 1.8390 -4.4555 0.8624 -4.0777 4.5399 4.5765 -2.3334 1.2334 2.1562 3.3867 -3.2181
4.9653 -0.0933 -3.4053 3.1967 -0.6689 3.4599 -0.0144 -5.6348 -1.9415 -0.6209 2.1915 0.5244
Columns 13 through 21
1.5702 -4.9496 -2.0260 -1.5951 -0.1794 -6.9090 -1.8514 -1.9264 1.9222
1.6208 1.9597 -0.6533 2.3225 0.6406 -2.3525 7.0044 0.8590 6.0227
-1.0549 4.7118 0.7702 -0.2536 -0.7465 -4.6771 0.1338 7.3640 2.5598
Hope this works for you.
