Solving for GP with multiple trees in an individual

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Distributed Evolutionary Algorithms in Python

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Solving for GP with multiple trees in an individual #333

Open tr8dr opened 5 years ago

tr8dr commented 5 years ago

Background: I have a state machine with multiple transition rules (the simplest has 2). I want to set up a GP to solve for the rules, however these cannot be evaluated separately, rather have to be evolved together. Is it possible to either:

cause the individuals (PrimitiveTree?) to contain more than one tree? OR
force the root of the tree to be a function with arity 2 which would contain the two rules am trying to solve for?

Any pointers appreciated.

ozeasx commented 1 year ago

This might help:

https://groups.google.com/g/deap-users/c/bMU_f-0Oyug