Gene Expression Programming
Short Description
Gene expression programming, a genotype/phenotype genetic algorithm (linear and … versatility of gene expression programming includes symbolic regression, …
Website: www.gene-expression-programming.com | Filesize: 773kb
Content
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1. Introduction
Gene expression programming (GEP) is, like genetic algorithms
(GAs) and genetic programming (GP), a genetic algorithm
as it uses populations of individuals, selects them
according to fitness, and introduces genetic variation using
one or more genetic operators [1]. The fundamental difference
between the three algorithms resides in the nature of
the individuals: in GAs the individuals are linear strings of
fixed length (chromosomes); in GP the individuals are
nonlinear entities of different sizes and shapes (parse trees);
and in GEP the individuals are encoded as linear strings of
fixed length (…
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Related Searches: symbolic regression, genotype phenotype, genetic algorithm, gene expression, genetic operators
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