A multiple feature construction method based on gravitational search algorithm

作者：

Highlights：

• A method is suggested for multiple feature construction based on metaheuristics.

• We adapt GSA for automatic programming & representing multiple constructed features.

• Whole population makes the solution and each individual is a part of the solution.

摘要

•A method is suggested for multiple feature construction based on metaheuristics.•We adapt GSA for automatic programming & representing multiple constructed features.•Whole population makes the solution and each individual is a part of the solution.

论文关键词：Multiple feature construction,Classification,Wrapper,Gravitational Search Algorithm (GSA),Decision tree

论文评审过程：Received 17 November 2018, Revised 8 March 2019, Accepted 9 March 2019, Available online 9 March 2019, Version of Record 16 March 2019.

论文官网地址：https://doi.org/10.1016/j.eswa.2019.03.015