jameshughes89 / cs4XX-EvolutionaryComputation

CS 4XX: Evolutionary Computation
http://csci340.com/
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:technologist: :lipstick: Symbolic regression --- Make bloat control hyperparams :microscope: #147

Closed jameshughes89 closed 1 year ago

jameshughes89 commented 1 year ago

What

Make the bloat control values hyperparmeters

Why

It makes it more obvious that this is something that can be played with

Testing

:+1:

Additional Notes

~One may notice that, assuming binary trees, a depth of 6 would have a max nodes of 64, however the max nodes is set to 32. This is intentional since the uneven tree heights are fine.~

Actually, I'm not sure how DEAP counts height, so it may not matter. Either way, if they're not matching in terms of max nodes and height, it does not matter.