Enhanced Multi-Objective Grey Wolf Optimizer with Lévy Flight and Mutation Operators for Feature Selection

• Main Authors: Al-Tashi, Q., Shami, T.M., Abdulkadir, S.J., Akhir, E.A.P., Alwadain, A., Alhussain, H., Alqushaibi, A., Rais, H.M.D., Muneer, A., Saad, M.B., Wu, J., Mirjalili, S.
• Format: Article
• Published: 2023
• Online Access: http://scholars.utp.edu.my/id/eprint/37604/; https://www.scopus.com/inward/record.uri?eid=2-s2.0-85169673468&doi=10.32604%2fcsse.2023.039788&partnerID=40&md5=b7374c63f36a7e78473ea50ae418dbd0
• Institution: Universiti Teknologi Petronas

The process of selecting features or reducing dimensionality can be viewed as a multi-objective minimization problem in which both the number of features and error rate must be minimized. While it is a multi-objective problem, current methods tend to treat feature selection as a single-objective opt...