nsga3

An Implementation of Non-Dominated Sorting Genetic Algorithm III for Feature Selection

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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.

  • Version0.0.3
  • R versionunknown
  • LicenseGPL-3
  • Needs compilation?No
  • Last release02/18/2019

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  • Imports4 packages
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