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Implement the NSGA-III algorithm #569

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Implement the NSGA-III algorithm #569

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pmslavin
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@pmslavin pmslavin commented Apr 4, 2024

This merge adds the NSGA-III algorithm to PagMo2, as described in Deb & Jain, 2014 doi: 10.1109/TEVC.2013.2281535.

The algorithm's behavior has been verified with a range of problems from the DTLZ and ZDT test suites along with a real-world water resource allocation problem. Unit tests are provided.

Note that this is in Draft status at the moment:

  • Further docstrings are required.
  • Class nsga3 methods should be accompanied by comments describing the section of Deb & Jain, 2014 they relate to.

@jschueller
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sounds cool, maybe rebase to current master so it could pass the tests

@pmslavin
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Thanks Julien, I'll do that. There are also some docstrings missing and a few inconsistencies in the nsga3 constructor arguments with respect to other algorithms, so I'll correct those at the same time.

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