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Access to all non dominated design variable values #7

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m-balesdent opened this issue Nov 29, 2024 · 1 comment
Open

Access to all non dominated design variable values #7

m-balesdent opened this issue Nov 29, 2024 · 1 comment

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@m-balesdent
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Hello,

Thank you very much for this very useful implementation of multi-objective cma-es.

I would like to know if there is a way to have access to the optimization variable values (phenotypes) relative to all the non-dominated objective function values?

I succeeded to get the optimization variable values linked to the kernel incumbents but not for the non dominated solutions.

Thanks !

Mathieu

@nikohansen
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nikohansen commented Dec 2, 2024

If you pass the archive option as true, the archive attribute will contain the archive of nondominated values. I am not sure of how to find the respective solutions though. It's probably an oversight that these are not stored.

Out of my head, I would write a small wrapper around the objective function using moarchiving.BiobjectiveNondominatedSortedList to achieve this by using the info parameter of the add method to store the solutions.

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