Genetic Network Programming with Evolution and Learning and Its Application to the Tileworld Problem

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A new graph-based evolutionary algorithm named “Genetic Network Programming, GNP” has been proposed. GNP represents its solutions as directed graph structures, which can improve the expression ability and performance. Since GA, GP and GNP already proposed are based on evolution and they cannot change their solutions until one generation ends, we propose GNP with Reinforcement Learning (GNP with...

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ژورنال

عنوان ژورنال: Transactions of the Society of Instrument and Control Engineers

سال: 2004

ISSN: 0453-4654

DOI: 10.9746/sicetr1965.40.1105