Lexicase selection promotes effective search and behavioural diversity of solutions in Linear Genetic Programming

Abstract

Linear Genetic Programming (LGP) is an evolutionary algorithm aimed at solving computational problems, most common problem types being symbolic regression and classification. The standard method for selecting the parent individuals that get to undergo modification at each generation of the algorithm is tournament selection, which operates based on an… (More)
DOI: 10.1109/CEC.2017.7969310

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