nsga2R: Elitist Non-dominated Sorting Genetic Algorithm based on R
Version 1.0

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.

AuthorChing-Shih (Vince) Tsou <cstsou@mail.ntcb.edu.tw>
Date of publication2013-06-16 18:26:19
MaintainerMing-Chang (Alan) Lee <alan9956@ydu.edu.tw>
LicenseLGPL-3
Version1.0
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("nsga2R")

Getting started

Package overview

Popular 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
See all...

All man pages Function index File listing

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

Functions

boundedPolyMutation Man page Source code
boundedSBXover Man page Source code
crowdingDist4frnt Man page Source code
fastNonDominatedSorting Man page Source code
nsga2R Man page Source code
nsga2R-package Man page
tournamentSelection Man page Source code

Files

MD5
R
R/tournamentSelection.R
R/nsga2R.R
R/fastNonDominatedSorting.R
R/crowdingDist4frnt.R
R/boundedSBXover.R
R/boundedPolyMutation.R
NAMESPACE
man
man/tournamentSelection.Rd
man/nsga2R.Rd
man/nsga2R-package.Rd
man/fastNonDominatedSorting.Rd
man/crowdingDist4frnt.Rd
man/boundedSBXover.Rd
man/boundedPolyMutation.Rd
DESCRIPTION
nsga2R documentation built on May 19, 2017, 6:26 p.m.