Feature Selection and Classification Using Age Layered Population Structure Genetic Programming

This research presents the FSALPS (Feature Selection Age Layered Population Structure) evolutionary algorithm. FSALPS performs effective feature subset selection and classification of varied supervised learning tasks. It is a modication of Hornby's ALPS algorithm, which is a renown meta-heuristic for overcoming the problem of premature convergence in evolutionary algorithms, and ...