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A Graph-Based Evolutionary Algorithm: Genetic Network Programming (GNP) and Its Extension Using Reinforcement Learning

โœ Scribed by Mabu, Shingo; Hirasawa, Kotaro; Hu, Jinglu


Book ID
118172285
Publisher
MIT Press
Year
2007
Tongue
English
Weight
1021 KB
Volume
15
Category
Article
ISSN
1063-6560

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A Graph-Based Evolutionary Algorithm: Ge
โœ Mabu, Shingo; Hirasawa, Kotaro; Hu, Jinglu ๐Ÿ“‚ Article ๐Ÿ“… 2007 ๐Ÿ› MIT Press ๐ŸŒ English โš– 1021 KB

This paper proposes a graph-based evolutionary algorithm called Genetic Network Programming (GNP). Our goal is to develop GNP, which can deal with dynamic environments efficiently and effectively, based on the distinguished expression ability of the graph (network) structure. The characteristics of