Representation-dependent gene-level operations for genetic and evolutionary algorithms with real-coded genes are collected in this package. The common feature of the gene operations is that all of them are useful for derivation-free optimization algorithms. At the moment the package implements initialization, mutation, crossover, and replication operations for differential evolution as described in Price, Kenneth V., Storn, Rainer M. and Lampinen, Jouni A. (2005) <doi:10.1007/3-540-31306-0>. In addition, several (more recent) methods for determining the scale factor are provided.
Package details |
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Author | Andreas Geyer-Schulz [aut, cre] (ORCID: <https://orcid.org/0009-0000-5237-3579>) |
Maintainer | Andreas Geyer-Schulz <Andreas.Geyer-Schulz@kit.edu> |
License | MIT + file LICENSE |
Version | 1.0.0.7 |
URL | https://github.com/ageyerschulz/xegaDfGene |
Package repository | View on CRAN |
Installation |
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