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PytLab / gaft

A Genetic Algorithm Framework in Python (not for production level)
http://gaft.readthedocs.io/
GNU General Public License v3.0
739 stars 218 forks source link

Multi-objective GA #5

Open Mathadon opened 6 years ago

Mathadon commented 6 years ago

Does gaft support multi-objective GA? I.e. without combining all objectives into one. I'm looking for functionality such as NSGA2 that generates a clean pareto front.

Thanks!

PytLab commented 6 years ago

gaft doesn't support multi-objective optimization yet. I think it will be added soon. You can also contribute to it if possible : )

Mathadon commented 6 years ago

Who knows!

makabaka123456 commented 6 years ago

您好 我想用遗传算法来进行pid参数的优化 我应该使用你的库的哪个部分呢

makabaka123456 commented 6 years ago

谢谢大佬

PytLab commented 6 years ago

@makabaka123456 I think you should open another new issue where I would help you to solve your problem :)

1061655504 commented 6 years ago

Does gaft support multi-objective GA? I.e. without combining all objectives into one. I'm looking for functionality such as NSGA2 that generates a clean pareto front.

Thanks!

Does gaft support multi-objective GA? I.e. without combining all objectives into one. I'm looking for functionality such as NSGA2 that generates a clean pareto front.

Thanks!

The team of University of Texas at Austin, South China University of Technology and South China Agricultural University has already pushed a new high-performance GEA framework for Python to solve multi-objective problems, supporting algorithms such as NSGA-II, awGA, rwGA and so forth. You can search Geatpy in github to find it.