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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).

Version: 1.0.0.0
Imports: stats, xegaBNF, xegaDerivationTrees, xegaSelectGene
Suggests: testthat
Published: 2024-02-15
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

Documentation:

Reference manual: xegaGpGene.pdf

Downloads:

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

Linking:

Please use the canonical form https://CRAN.R-project.org/package=xegaGpGene to link to this page.

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
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