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xegaPermGene: Operations on Permutation Genes
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.
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Package details |
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| Author | Andreas Geyer-Schulz [aut, cre] (<https://orcid.org/0009-0000-5237-3579>) |
| Maintainer | Andreas Geyer-Schulz <Andreas.Geyer-Schulz@kit.edu> |
| License | MIT + file LICENSE |
| Version | 1.0.0.0 |
| URL | <https://github.com/ageyerschulz/xegaPermGene> |
| Package repository | View on CRAN |
| Installation |
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