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An implementation of metaheuristic algorithms for continuous optimization. Currently, the package contains the implementations of 21 algorithms, as follows: particle swarm optimization (Kennedy and Eberhart, 1995), ant lion optimizer (Mirjalili, 2015 <doi:10.1016/j.advengsoft.2015.01.010>), grey wolf optimizer (Mirjalili et al., 2014 <doi:10.1016/j.advengsoft.2013.12.007>), dragonfly algorithm (Mirjalili, 2015 <doi:10.1007/s00521-015-1920-1>), firefly algorithm (Yang, 2009 <doi:10.1007/978-3-642-04944-6_14>), genetic algorithm (Holland, 1992, ISBN:978-0262581110), grasshopper optimisation algorithm (Saremi et al., 2017 <doi:10.1016/j.advengsoft.2017.01.004>), harmony search algorithm (Mahdavi et al., 2007 <doi:10.1016/j.amc.2006.11.033>), moth flame optimizer (Mirjalili, 2015 <doi:10.1016/j.knosys.2015.07.006>, sine cosine algorithm (Mirjalili, 2016 <doi:10.1016/j.knosys.2015.12.022>), whale optimization algorithm (Mirjalili and Lewis, 2016 <doi:10.1016/j.advengsoft.2016.01.008>), clonal selection algorithm (Castro, 2002 <doi:10.1109/TEVC.2002.1011539>), differential evolution (Das & Suganthan, 2011), shuffled frog leaping (Eusuff, Landsey & Pasha, 2006), cat swarm optimization (Chu et al., 2006), artificial bee colony algorithm (Karaboga & Akay, 2009), krill-herd algorithm (Gandomi & Alavi, 2012), cuckoo search (Yang & Deb, 2009), bat algorithm (Yang, 2012), gravitational based search (Rashedi et al., 2009) and black hole optimization (Hatamlou, 2013).
| Version: | 2.0.0 |
| Depends: | R (≥ 3.5.0) |
| Published: | 2019-06-19 |
| DOI: | 10.32614/CRAN.package.metaheuristicOpt |
| Author: | Lala Septem Riza [aut, cre], Iip [aut], Eddy Prasetyo Nugroho [aut], Muhammad Bima Adi Prabowo [aut], Enjun Junaeti [aut], Ade Gafar Abdullah [aut] |
| Maintainer: | Lala Septem Riza <lala.s.riza at upi.edu> |
| License: | GPL-2 | GPL-3 | file LICENSE [expanded from: GPL (≥ 2) | file LICENSE] |
| NeedsCompilation: | no |
| In views: | Optimization |
| CRAN checks: | metaheuristicOpt results |
| Reference manual: | metaheuristicOpt.pdf |
| Package source: | metaheuristicOpt_2.0.0.tar.gz |
| Windows binaries: | r-devel: metaheuristicOpt_2.0.0.zip, r-release: metaheuristicOpt_2.0.0.zip, r-oldrel: metaheuristicOpt_2.0.0.zip |
| macOS binaries: | r-release (arm64): metaheuristicOpt_2.0.0.tgz, r-oldrel (arm64): metaheuristicOpt_2.0.0.tgz, r-release (x86_64): metaheuristicOpt_2.0.0.tgz, r-oldrel (x86_64): metaheuristicOpt_2.0.0.tgz |
| Old sources: | metaheuristicOpt archive |
| Reverse imports: | WeightedEnsemble |
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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.
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