Package: ExpDE 0.3.3

ExpDE: Modular Differential Evolution for Experimenting with Operators

Modular implementation of the Differential Evolution algorithm for experimenting with different types of operators.

Authors:Felipe Campelo [aut, cre], Moises Botelho [aut]

ExpDE_0.3.3.tar.gz
ExpDE_0.3.3.zip(r-4.7-any)ExpDE_0.3.3.zip(r-4.6-any)ExpDE_0.3.3.zip(r-4.5-any)
ExpDE_0.3.3.tgz(r-4.6-any)ExpDE_0.3.3.tgz(r-4.5-any)
ExpDE_0.3.3.tar.gz(r-4.7-any)ExpDE_0.3.3.tar.gz(r-4.6-any)
ExpDE_0.3.3.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
ExpDE/json (API)

# Install 'ExpDE' in R:
install.packages('ExpDE', repos = c('https://fcampelo.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/fcampelo/expde/issues

On CRAN:

Conda:

4.56 score 2 stars 30 scripts 262 downloads 32 exports 1 dependencies

Last updated from:bbef95109a. Checks:9 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-develOK133
source / vignettesOK282
linux-releaseOK137
macos-releaseOK94
macos-oldrelOK90
windows-develOK66
windows-releaseOK65
windows-oldrelOK70
wasm-releaseOK109

Exports:check_stop_criteriacreate_populationevaluate_populationExpDEExpDE2gen_methodsgen_problemsget_exp_params_1mutation_bestmutation_meanmutation_nonemutation_operatorsmutation_randmutation_wgiprint_progressrecombination_arithrecombination_binrecombination_blxAlphaBetarecombination_eigenrecombination_exprecombination_georecombination_lbgarecombination_linearrecombination_mmaxrecombination_nonerecombination_npointrecombination_onepointrecombination_operatorsrecombination_pbestrecombination_sbxrecombination_wrightselection_standard

Dependencies:assertthat

Readme and manuals

Help Manual

Help pageTopics
Stop criteria for DEcheck_stop_criteria
Create populationcreate_population
Evaluate DE populationevaluate_population
Experimental Differential Evolution - ExpDEExpDE
Experimental Differential Evolution - ExpDEExpDE2
Generate methods for testinggen_methods
Generate test problemsgen_problems
Get experimental parametersget_exp_params_1
Get experimental parametersget_experimental_parameters_activity_versionB
Get experimental parametersget_experimental_parameters_activity2
/best mutation for DEmutation_best
/mean mutation for DEmutation_mean
NULL mutation for DEmutation_none
Mutation operators availablemutation_operators
/rand mutation for DEmutation_rand
/wgi mutation for DEmutation_wgi
Print progress of DEprint_progress
Arithmetic recombination for DErecombination_arith
/bin recombination for DErecombination_bin
Blend Alpha Beta recombination for DErecombination_blxAlphaBeta
/eigen recombination for DErecombination_eigen
Exponential recombination for DErecombination_exp
Geometric recombination for DErecombination_geo
Linear BGA recombination for DErecombination_lbga
Linear recombination for DErecombination_linear
Min Max Arithmetical recombination for DErecombination_mmax
NULL recombination for DErecombination_none
n-point recombination for DErecombination_npoint
One-point recombination for DErecombination_onepoint
Recombination operators availablerecombination_operators
p-Best recombination for DErecombination_pbest
/sbx recombination for DErecombination_sbx
Heuristic Wright recombination for DErecombination_wright
Standard selection for DEselection_standard