Think of how we can keep diversity of individuals? Can we mutate only to a new individual so that to avoid duplication?

deil87 / automl-genetic

Applying genetic programming to AutoML https://travis-ci.org/deil87/automl-genetic.svg?branch=master

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Think of how we can keep diversity of individuals? Can we mutate only to a new individual so that to avoid duplication? #51

Open deil87 opened 6 years ago

deil87 commented 5 years ago

Consider Negative correlation. Also we may use some kind of multiobjective function for it. Novelty search with local competitions.

deil87 commented 5 years ago

Deciding who should go to the next generation maybe we can take into account distance of the individual from all the other inhabitants. Like looking for outlier.