Is it possible to get some repeated values of non-dominated solutions in a pareto optimal solution set?
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Syed Shahed
il 20 Gen 2021
Commentato: Alan Weiss
il 26 Gen 2021
I tried to solve an unconstrained multi-objective problem through a Non- Dominated Sort Evolutionary Algorithm (NDSEA) and got some repeated values of non-dominated solutions in the pareto optimal solutions set. I am now confused about the repeated values of non-dominated solutions in the optimal data set of solutions. Is it alright to have some repeated non-dominated solutions in the pareto optimal solution set? First 10 solutions of my pareto optimal solution set are attached in the screenshot file.
Please help me to clear the confusion that i have.
![](https://www.mathworks.com/matlabcentral/answers/uploaded_files/494419/image.png)
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Alan Weiss
il 20 Gen 2021
It can be difficult for solvers to remove duplicate points themselves. Feel free to do so yourself after the solver finishes.
Alan Weiss
MATLAB mathematical toolbox documentation
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Alan Weiss
il 26 Gen 2021
I don't know of another approach. I think that the clumpthem function in the post I linked is relatively straightforward, and you can modify it for your case. Basically, you sort rows based on, say, objfun1, and pretty much any duplicate you find there is a duplicate, as you can check by doing an isequal row by row.
Alan Weiss
MATLAB mathematical toolbox documentation
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