nsga3-package: NSGA III for Multi Objective Feature Selection

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

Description

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 (2014) <DOI:10.1109/TEVC.2013.2281534> for a detailed description.

Author(s)

Artem Shramko <art.shramko at gmail.com>

References

K. Deb, H. Jain (2014) <DOI:10.1109/TEVC.2013.2281534>

shramkoartem/nsga3 documentation built on May 28, 2019, 9:53 p.m.