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

Description Details Author(s) References

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 <[email protected]>

Maintainer: Ming-Chang (Alan) Lee <[email protected]>

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 29, 2017, 8:02 p.m.