The hardware and bandwidth for this mirror is donated by dogado GmbH, the Webhosting and Full Service-Cloud Provider. Check out our Wordpress Tutorial.
If you wish to report a bug, or if you are interested in having us mirror your free-software or open-source project, please feel free to contact us at mirror[@]dogado.de.
This collection of gene representation-independent mechanisms for evolutionary and genetic algorithms contains four groups of functions: First, functions for selecting a gene in a population of genes according to its fitness value and for adaptive scaling of the fitness values as well as for performance optimization and measurement offer several variants for implementing the survival of the fittest. Second, evaluation functions for deterministic functions avoid recomputation. Evaluation of stochastic functions incrementally improve the estimation of the mean and variance of fitness values at almost no additional cost. Evaluation functions for gene repair handle error-correcting decoders. Third, timing and counting functions for profiling the algorithm pipeline are provided to assess bottlenecks in the algorithms. Fourth, a small collection of problem environments for function optimization, combinatorial optimization, and grammar-based genetic programming and grammatical evolution is provided for tutorial examples. The methods in the package are described by the following references: Baker, James E. (1987, ISBN:978-08058-0158-8), De Jong, Kenneth A. (1975) <https://deepblue.lib.umich.edu/handle/2027.42/4507>, Geyer-Schulz, Andreas (1997, ISBN:978-3-7908-0830-X), Grefenstette, John J. (1987, ISBN:978-08058-0158-8), Grefenstette, John J. and Baker, James E. (1989, ISBN:1-55860-066-3), Holland, John (1975, ISBN:0-472-08460-7), Lau, H. T. (1986) <doi:10.1007/978-3-642-61649-5>, Price, Kenneth V., Storn, Rainer M. and Lampinen, Jouni A. (2005) <doi:10.1007/3-540-31306-0>, Reynolds, J. C. (1993) <doi:10.1007/BF01019459>, Schaffer, J. David (1989, ISBN:1-55860-066-3), Wenstop, Fred (1980) <doi:10.1016/0165-0114(80)90031-7>, Whitley, Darrell (1989, ISBN:1-55860-066-3), Wickham, Hadley (2019, ISBN:978-815384571).
Version: | 1.0.0.0 |
Suggests: | testthat (≥ 3.0.0) |
Published: | 2024-02-02 |
DOI: | 10.32614/CRAN.package.xegaSelectGene |
Author: | Andreas Geyer-Schulz
|
Maintainer: | Andreas Geyer-Schulz <Andreas.Geyer-Schulz at kit.edu> |
License: | MIT + file LICENSE |
URL: | <https://github.com/ageyerschulz/xegaSelectGene> |
NeedsCompilation: | no |
Materials: | README |
CRAN checks: | xegaSelectGene results |
Reference manual: | xegaSelectGene.pdf |
Package source: | xegaSelectGene_1.0.0.0.tar.gz |
Windows binaries: | r-devel: xegaSelectGene_1.0.0.0.zip, r-release: xegaSelectGene_1.0.0.0.zip, r-oldrel: xegaSelectGene_1.0.0.0.zip |
macOS binaries: | r-release (arm64): xegaSelectGene_1.0.0.0.tgz, r-oldrel (arm64): xegaSelectGene_1.0.0.0.tgz, r-release (x86_64): xegaSelectGene_1.0.0.0.tgz, r-oldrel (x86_64): xegaSelectGene_1.0.0.0.tgz |
Reverse imports: | xega, xegaDfGene, xegaGaGene, xegaGeGene, xegaGpGene, xegaPermGene, xegaPopulation |
Please use the canonical form https://CRAN.R-project.org/package=xegaSelectGene 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.
Health stats visible at Monitor.