EmiR: Evolutionary Minimizer for R
A C++ implementation of the following evolutionary
algorithms: Bat Algorithm (Yang, 2010 <doi:10.1007/978-3-642-12538-6_6>),
Cuckoo Search (Yang, 2009 <doi:10.1109/nabic.2009.5393690>),
Genetic Algorithms (Holland, 1992, ISBN:978-0262581110),
Gravitational Search Algorithm (Rashedi et al., 2009 <doi:10.1016/j.ins.2009.03.004>),
Grey Wolf Optimization (Mirjalili et al., 2014 <doi:10.1016/j.advengsoft.2013.12.007>),
Harmony Search (Geem et al., 2001 <doi:10.1177/003754970107600201>),
Improved Harmony Search (Mahdavi et al., 2007 <doi:10.1016/j.amc.2006.11.033>),
Moth-flame Optimization (Mirjalili, 2015 <doi:10.1016/j.knosys.2015.07.006>),
Particle Swarm Optimization (Kennedy et al., 2001 ISBN:1558605959),
Simulated Annealing (Kirkpatrick et al., 1983 <doi:10.1126/science.220.4598.671>),
Whale Optimization Algorithm (Mirjalili and Lewis, 2016 <doi:10.1016/j.advengsoft.2016.01.008>).
'EmiR' can be used not only for unconstrained optimization problems, but also
in presence of inequality constrains, and variables restricted to be integers.
| Version: |
1.0.4 |
| Depends: |
R (≥ 3.5.0) |
| Imports: |
Rcpp (≥ 1.0.5), methods, Rdpack, tictoc, ggplot2, tibble, tidyr, dplyr, gganimate, mathjaxr, data.table, plot3D, graphics |
| LinkingTo: |
Rcpp, RcppProgress |
| Suggests: |
xml2 |
| Published: |
2022-12-09 |
| DOI: |
10.32614/CRAN.package.EmiR |
| Author: |
Davide Pagano [aut],
Lorenzo Sostero [aut, cre] |
| Maintainer: |
Lorenzo Sostero <l.sostero at studenti.unibs.it> |
| License: |
GPL-3 |
| NeedsCompilation: |
yes |
| SystemRequirements: |
C++11 |
| Materials: |
README |
| CRAN checks: |
EmiR results |
Documentation:
Downloads:
Linking:
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