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 <firstname.lastname@example.org>|
|Date of publication||2013-06-16 18:26:19|
|Maintainer||Ming-Chang (Alan) Lee <email@example.com>|
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
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