xegaGpGene: Genetic Operations for Grammar-Based Genetic Programming

An implementation of the representation-dependent gene level operations of grammar-based genetic programming with genes which are derivation trees of a context-free grammar: Initialization of a gene with a complete random derivation tree, decoding of a derivation tree. Crossover is implemented by exchanging subtrees. Depth-bounds for the minimal and the maximal depth of the roots of the subtrees exchanged by crossover can be set. Mutation is implemented by replacing a subtree by a random subtree. The depth of the random subtree and the insertion node are configurable. For details, see Geyer-Schulz (1997, ISBN:978-3-7908-0830-X).

Imports: stats, xegaBNF, xegaDerivationTrees, xegaSelectGene
Suggests: testthat
Published: 2024-02-15
DOI: 10.32614/CRAN.package.xegaGpGene
Author: Andreas Geyer-Schulz ORCID iD [aut, cre]
Maintainer: Andreas Geyer-Schulz <Andreas.Geyer-Schulz at kit.edu>
License: MIT + file LICENSE
URL: <https://github.com/ageyerschulz/xegaGpGene>
NeedsCompilation: no
Materials: README
CRAN checks: xegaGpGene results


Reference manual: xegaGpGene.pdf


Package source: xegaGpGene_1.0.0.0.tar.gz
Windows binaries: r-devel: xegaGpGene_1.0.0.0.zip, r-release: xegaGpGene_1.0.0.0.zip, r-oldrel: xegaGpGene_1.0.0.0.zip
macOS binaries: r-release (arm64): xegaGpGene_1.0.0.0.tgz, r-oldrel (arm64): xegaGpGene_1.0.0.0.tgz, r-release (x86_64): xegaGpGene_1.0.0.0.tgz, r-oldrel (x86_64): xegaGpGene_1.0.0.0.tgz

Reverse dependencies:

Reverse imports: xega


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