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

In nsga2R: Elitist Non-Dominated Sorting Genetic Algorithm

Elitist Non-dominated Sorting Genetic Algorithm based on R

Description

Functions for box-constrained multiobjective optimization using the elitist non-dominated sorting genetic algorithm - NSGA-II.

Details

Package:	nsga2R
Type:	Package
Version:	1.0
Date:	2013-06-12
License:	LGPL-3

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(s)

Ching-Shih (Vince) Tsou <[e-mail]>

Maintainer: Ming-Chang (Alan) Lee <[e-mail]>

References

Deb, K., Pratap, A., Agarwal, S., and Meyarivan, T. (2002), " A fast and elitist multiobjective genetic algorithm: NSGA-II", IEEE Transactions on Evolutionary Computation, 6(2), 182-197.

nsga2R documentation built on May 23, 2022, 5:06 p.m.