Numerical-node building block analysis of genetic programming with simplification

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Phillip Lee-Ming Wong, Mengjie Zhang

Published: 2007, Last Modified: 02 Oct 2024GECCO 2007EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: This paper investigates the effects on building blocks of using online simplification in a GP system. Numerical nodes are tracked through individual runs to observe their behaviour. Results show that simplification disrupts building blocks early on, but also creates new building blocks.