Cost-benefit analysis of using heuristics in ACGP

Abstract

Constrained Genetic Programming (CGP) is a method of searching the Genetic Programming search space non-uniformly, giving preferences to certain subspaces according to some heuristics. Adaptable CGP (ACGP) is a method for discovery of the heuristics. CGP and ACGP have previously demonstrated their capabilities using first-order heuristics: parent-child… (More)
DOI: 10.1109/CEC.2011.5949749

Topics

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