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ExpDE (version 0.2.0)

Modular Differential Evolution for Experimenting with Operators

Description

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

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Version

Install

install.packages('ExpDE')

Monthly Downloads

170

Version

0.2.0

License

GPL-2

Issues

0

Pull Requests

1

Stars

2

Forks

4

Maintainer

Felipe Campelo

Last Published

September 29th, 2025

Functions in ExpDE (0.2.0)

recombination_arith

Arithmetic recombination for DE
recombination_onepoint

One-point recombination for DE
recombination_none

NULL recombination for DE
recombination_mmax

Min Max Arithmetical recombination for DE
recombination_linear

Linear recombination for DE
mutation_mean

/mean mutation for DE
recombination_operators

Recombination operators available
recombination_eigen

/eigen recombination for DE
recombination_wright

Heuristic Wright recombination for DE
selection_standard

Standard selection for DE
recombination_npoint

n-point recombination for DE
recombination_exp

Exponential recombination for DE
recombination_sbx

/sbx recombination for DE
recombination_geo

Geometric recombination for DE
recombination_pbest

p-Best recombination for DE
recombination_lbga

Linear BGA recombination for DE
gen_methods

Generate methods for testing
get_experimental_parameters_activity_versionB

Get experimental parameters
check_stop_criteria

Stop criteria for DE
gen_problems

Generate test problems
evaluate_population

Evaluate DE population
create_population

Create population
get_experimental_parameters_activity2

Get experimental parameters
ExpDE2

Experimental Differential Evolution - ExpDE
ExpDE

Experimental Differential Evolution - ExpDE
get_exp_params_1

Get experimental parameters
print_progress

Print progress of DE
mutation_wgi

/wgi mutation for DE
mutation_operators

Mutation operators available
recombination_bin

/bin recombination for DE
mutation_none

NULL mutation for DE
mutation_best

/best mutation for DE
mutation_rand

/rand mutation for DE
recombination_blxAlphaBeta

Blend Alpha Beta recombination for DE