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xegaGpGene  

Genetic Operations for Grammar-Based Genetic Programming
View on CRAN: Click here


Download and install xegaGpGene package within the R console
Install from CRAN:
install.packages("xegaGpGene")

Install from Github:
library("remotes")
install_github("cran/xegaGpGene")

Install by package version:
library("remotes")
install_version("xegaGpGene", "1.0.0.0")



Attach the package and use:
library("xegaGpGene")
Maintained by
Andreas Geyer-Schulz
[Scholar Profile | Author Map]
First Published: 2024-02-15
Latest Update: 2024-02-15
Description:
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).
How to cite:
Andreas Geyer-Schulz (2024). xegaGpGene: Genetic Operations for Grammar-Based Genetic Programming. R package version 1.0.0.0, https://cran.r-project.org/web/packages/xegaGpGene. Accessed 03 Apr. 2025.
Previous versions and publish date:
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Complete documentation for xegaGpGene
Functions, R codes and Examples using the xegaGpGene R package
Full xegaGpGene package functions and examples
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