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Individual GP: an Alternative Viewpoint for the Resolution of Complex Problems

Abstract : An unususal GP implementation is proposed, based on a more "economic" exploitation of the GP algorithm: the "individual" approach, where each individual of the population embodies a single function rather than a set of functions. The final solution is then a set of individuals. Examples are presented where results are obtained more rapidly than with the conventional approach, where all individuals of the final generation but one are discarded.
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https://hal.inria.fr/inria-00000879
Contributor : Marc Schoenauer <>
Submitted on : Tuesday, November 29, 2005 - 5:31:47 PM
Last modification on : Thursday, March 5, 2020 - 6:25:34 PM
Long-term archiving on: : Friday, April 2, 2010 - 11:16:14 PM

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  • HAL Id : inria-00000879, version 1

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Pierre Collet, Evelyne Lutton, Frédéric Raynal, Marc Schoenauer. Individual GP: an Alternative Viewpoint for the Resolution of Complex Problems. GECCO, Genetic and Evolutionary Computation Conference,, Jul 1999, Orlando, Florida, USA. ⟨inria-00000879⟩

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