shramkoartem/nsga3: An Implementation of Non-Dominated Sorting Genetic Algorithm III for Feature Selection

An adaptation of Non-dominated Sorting Genetic Algorithm III for multi objective feature selection tasks. Non-dominated Sorting Genetic Algorithm III is a genetic algorithm that solves multiple optimization problems simultaneously by applying a non-dominated sorting technique. It uses a reference points based selection operator to explore solution space and preserve diversity. See the original paper by K. Deb and H. Jain (2013) for a detailed description.

Getting started

Package details

AuthorArtem Shramko
MaintainerArtem Shramko <[email protected]>
LicenseGPL-3
Version0.0.2
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
install.packages("devtools")
library(devtools)
install_github("shramkoartem/nsga3")
shramkoartem/nsga3 documentation built on Feb. 20, 2019, 9:19 a.m.