metaheuristicOpt: Metaheuristic for Optimization

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
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

Downloads:

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
OS X binaries: r-release: metaheuristicOpt_2.0.0.tgz, r-oldrel: metaheuristicOpt_2.0.0.tgz
Old sources: metaheuristicOpt archive

Linking:

Please use the canonical form https://CRAN.R-project.org/package=metaheuristicOpt to link to this page.