Allow Multiobjective optimization

GheodeAI / metaheuristic-designer

Framework for designing, testing and evaluating metaheuristic optimization algorithms.

https://metaheuristic-designer.readthedocs.io/en/latest/

MIT License

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Allow Multiobjective optimization #50

Open eugenioLR opened 1 year ago

eugenioLR commented 1 year ago

Implement the necessary components to perform multiobjective optimization. The NSGA-II algorithm should be able to be implemented and benchmarks should be available to test the algorithms.

Since this kind of algorithms return a set of distinct solutions, this would also allow the implementation of Niching optimization algorithms .

eugenioLR commented 1 year ago

This should be implemented to consider the issue solved:

[x] Non-dominated sorting modules
[x] Multi-objective fitness function class
[ ] Implementation of NSGA-II
[ ] Multi-objective benchmark functions