Multi-objective feature selection based on quasi-oppositional based Jaya algorithm for microarray data

作者：

Highlights：

• A fast hybrid feature selection technique for microarray data is proposed.

• PROMEETHEE-based approach to generate the filter-based feature ranking is proposed.

• The new way to generate Quasi-Oppositional solution in discrete space is proposed.

• Quasi-Oppositional based Multi-Objective Jaya algorithm for gene selection is proposed.

摘要

•A fast hybrid feature selection technique for microarray data is proposed.•PROMEETHEE-based approach to generate the filter-based feature ranking is proposed.•The new way to generate Quasi-Oppositional solution in discrete space is proposed.•Quasi-Oppositional based Multi-Objective Jaya algorithm for gene selection is proposed.

论文关键词：Multi-objective feature selection,Microarray data,Jaya algorithm,Quasi-oppositional,PROMETHEE

论文评审过程：Received 20 August 2021, Revised 13 November 2021, Accepted 21 November 2021, Available online 3 December 2021, Version of Record 11 December 2021.

论文官网地址：https://doi.org/10.1016/j.knosys.2021.107804