| nsga2R-package {nsga2R} | R Documentation |
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 <cstsou@mail.ntcb.edu.tw>
Maintainer: Ming-Chang (Alan) Lee <alan9956@ydu.edu.tw>
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.