Adaptive Representations for Improving Evolvability, Parameter Control, and Parallelization of Gene Expression Programming

Gene Expression Programming (GEP) is a genetic algorithm that evolves linear chromosomes encoding nonlinear (tree-like) structures. In the original GEP algorithm, the genome size is problem specific and is determined through trial and error. In this work, a method for adaptive control of the genome...

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Bibliographic Details
Main Authors: Nigel P. A. Browne, Marcus V. dos Santos
Format: Article
Language:English
Published: Hindawi Limited 2010-01-01
Series:Applied Computational Intelligence and Soft Computing
Online Access:http://dx.doi.org/10.1155/2010/409045