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Genetic Algorithm for Artificial Neurogenesis

Abstract : This paper presents a neurogenesis process based on the protein regulation system. The novelty consists in applying some genetic algorithm work with neurogenesis, in particular work on genetic operators and work on fitness landscapes. In order to get relevant tests with reduced simulation costs, neurogenesis is applied to a well know problem, the cart-pole system, then results are commented.
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https://hal.archives-ouvertes.fr/hal-00165955
Contributor : Manuel Clergue <>
Submitted on : Monday, July 30, 2007 - 3:44:10 PM
Last modification on : Monday, October 12, 2020 - 10:30:28 AM

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  • HAL Id : hal-00165955, version 1

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Manuel Clergue, Philippe Collard. Genetic Algorithm for Artificial Neurogenesis. The 1998 IEEE International Conference on Evolutionary Computation, 1998, Anchorage, United States. p. 410-415. ⟨hal-00165955⟩

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