How to display the value of a specific component of the objective function after computation is done?
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William on 20 Jan 2023
Commented: William on 30 Jan 2023
I was looking through Matlab documentation for genetic algorithm and I found the following example: "Plan Nuclear Fuel Disposal Using Multiobjective Optimization" https://www.mathworks.com/help/gads/multiobjective-nuclear-fuel-disposal.html
After reading through that example, I have a question. Is it possible to display/know the value of a specific component of the objective function for a certain point on the Pareto front after the computation is over?
For instance, if I want to know the value of the objective function "cost" for the first point on the front, the command is:
But through this command I get the total cost calculated for the first point.
What if I want to know the value for the third cost component? Is there any way to determine it or not? I tried the following: display(sol(1).cost(3)) but apparently it doesn't work.
Do you have any pointers?
I hope my question is clear. If you need any clarification let me know. I will gladly answer any question and I will be really thankful for any suggestions.
Alan Weiss on 23 Jan 2023
I'd be very interested to know what you think of the nuclear fuel disposal example.
But to answer your question, let's look at an example that is faster to compute.
x = optimvar("x",1,2,LowerBound=-50,UpperBound=50);
fun(1) = x(1)^4 + x(2)^4 + x(1)*x(2) - x(1)^2*x(2)^2 - 9*x(1)^2;
fun(2) = x(1)^4 + x(2)^4 + x(1)*x(2) - x(1)^2*x(2)^2 + 3*x(2)^3;
prob = optimproblem("Objective",fun);
rng default % For reproducibility
sol = solve(prob)
Look at the two objective components at the first solution point.
t = sol(1).Objective
Look at just the second objective component at the first solution point.
ob = sol(1).Objective(2)
This is exactly what you tried, and it works fine for me.
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