nsga2R: Elitist Non-dominated Sorting Genetic Algorithm based on R

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This package provide functions for box-constrained multiobjective optimization using the elitist non-dominated sorting genetic algorithm - NSGA-II. Fast non-dominated sorting, crowding distance, tournament selection, simulated binary crossover, and polynomial mutation are called in the main program, nsga2R, to complete the search.

Author
Ching-Shih (Vince) Tsou <cstsou@mail.ntcb.edu.tw>
Date of publication
2013-06-16 18:26:19
Maintainer
Ming-Chang (Alan) Lee <alan9956@ydu.edu.tw>
License
LGPL-3
Version
1.0

View on CRAN

Man pages

boundedPolyMutation
Bounded Polynomial Mutation Operator
boundedSBXover
Bounded Simulated Binary Crossover Operator
crowdingDist4frnt
Crowding Distance Assignment for Each Front
fastNonDominatedSorting
Fast Non-dominated Sorting
nsga2R
R Based Non-dominated Sorting Genetic Algorithm II
nsga2R-package
Elitist Non-dominated Sorting Genetic Algorithm based on R
tournamentSelection
Tournament Selection

Files in this package

nsga2R
nsga2R/MD5
nsga2R/R
nsga2R/R/tournamentSelection.R
nsga2R/R/nsga2R.R
nsga2R/R/fastNonDominatedSorting.R
nsga2R/R/crowdingDist4frnt.R
nsga2R/R/boundedSBXover.R
nsga2R/R/boundedPolyMutation.R
nsga2R/NAMESPACE
nsga2R/man
nsga2R/man/tournamentSelection.Rd
nsga2R/man/nsga2R.Rd
nsga2R/man/nsga2R-package.Rd
nsga2R/man/fastNonDominatedSorting.Rd
nsga2R/man/crowdingDist4frnt.Rd
nsga2R/man/boundedSBXover.Rd
nsga2R/man/boundedPolyMutation.Rd
nsga2R/DESCRIPTION