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ahmedfgad / GeneticAlgorithmPython

Source code of PyGAD, a Python 3 library for building the genetic algorithm and training machine learning algorithms (Keras & PyTorch).
https://pygad.readthedocs.io
BSD 3-Clause "New" or "Revised" License
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Multi-Objective Optimization with PyGAD #183

Open rllyryan opened 1 year ago

rllyryan commented 1 year ago

Dear repository owner(s),

Will PyGAD support multi-objective optimization capabilities in the future? If not, how should I continue using PyGAD if I would like to transition from a single- to a multi-objective optimization problem?

ahmedfgad commented 1 year ago

@rllyryan, this is a feature that will be supported in the future.

But if you are willing to contribute, then you should build the NSGA-II (Non-Dominated Sorting Genetic Algorithm II).

This is a presentation I created some years ago. But it needs revision.