pymoo
https://github.com/anyoptimization/pymoo
Python
NSGA2, NSGA3, R-NSGA3, MOEAD, Genetic Algorithms (GA), Differential Evolution (DE), CMAES, PSO
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- Issues
- Add reconstruct_objs feature
- Restarting from Checkpoint, multiple runs, always reverts back to first checkpoint.
- Feature new DE algorithms
- termination criteria xtol absolute or relative? and do they work in combination?
- add gpu problem demo
- ENH: Rewrite `JoblibParallelization`
- Introduce normalization of F in NSGA3 extreme point calculation
- Pymoo crashes when sequential runs have different n_obj
- Fix overriding termination in GA class
- resolve bug that prevents two equally seeded reference direction calculations (energy reduction method) to produce the same output
- Docs
- Python not yet supported