Optimizing deep neuro-fuzzy classifier with a novel evolutionary arithmetic optimization algorithm

• Main Authors: Talpur, N., Abdulkadir, S.J., Alhussian, H., Hasan, M.H., Abdullah, M.H.A.
• Format: Article
• Published: 2022
• Online Access: http://scholars.utp.edu.my/id/eprint/33976/; https://www.scopus.com/inward/record.uri?eid=2-s2.0-85138452786&doi=10.1016%2fj.jocs.2022.101867&partnerID=40&md5=f38b7e10501eb5ea6db81df4712a1665

Deep Neuro-Fuzzy System has been successfully employed in various applications. But, the model faces two issues: (i) dataset with many features exponentially increases the fuzzy rule-base, (ii) parameters in the fuzzy rule-base are optimized using the gradient descent approach, which has the drawbac...