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 (2014) for a detailed description.


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install.packages("nsga3")

0.0.3 by Artem Shramko, 3 months ago


Browse source code at https://github.com/cran/nsga3


Authors: Artem Shramko


Documentation:   PDF Manual  


GPL-3 license


Imports mlr, parallelMap, rPref, xgboost

Suggests testthat, knitr, rmarkdown


See at CRAN