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An implementation of representation-dependent gene level operations for genetic algorithms with genes which represent permutations: initialization of genes, mutation and crossover. The crossover operation provided is position-based crossover (Syswerda, G., Chap. 21 in Davis, L. (1991, ISBN:0-442-00173-8). For mutation, several variants are included: Order-based mutation (Syswerda, G., Chap. 21 in Davis, L. (1991, ISBN:0-442-00173-8), randomized Lin-Kernighan heuristics (Croes, G. A. (1958) <doi:10.1287/opre.6.6.791> and Lin, S. and Kernighan. B. W. (1973) <doi:10.1287/opre.21.2.498>), and randomized greedy operators. A random mix operator for mutation selects a mutation variant randomly.
Version: | 1.0.0.0 |
Imports: | xegaSelectGene |
Suggests: | testthat (≥ 3.0.0) |
Published: | 2024-02-05 |
DOI: | 10.32614/CRAN.package.xegaPermGene |
Author: | Andreas Geyer-Schulz
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Maintainer: | Andreas Geyer-Schulz <Andreas.Geyer-Schulz at kit.edu> |
License: | MIT + file LICENSE |
URL: | <https://github.com/ageyerschulz/xegaPermGene> |
NeedsCompilation: | no |
Materials: | README |
CRAN checks: | xegaPermGene results |
Reference manual: | xegaPermGene.pdf |
Package source: | xegaPermGene_1.0.0.0.tar.gz |
Windows binaries: | r-devel: xegaPermGene_1.0.0.0.zip, r-release: xegaPermGene_1.0.0.0.zip, r-oldrel: xegaPermGene_1.0.0.0.zip |
macOS binaries: | r-release (arm64): xegaPermGene_1.0.0.0.tgz, r-oldrel (arm64): xegaPermGene_1.0.0.0.tgz, r-release (x86_64): xegaPermGene_1.0.0.0.tgz, r-oldrel (x86_64): xegaPermGene_1.0.0.0.tgz |
Reverse imports: | xega |
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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.