Comparative analysis of three approaches of antecedent part generation for an IT2 TSK FLS
Since extreme learning machine is a non-iterative estimation procedure, it is faster than gradient-based algorithms which are iterative. Moreover, the extreme learning machine does not have any design parameters such as learning rate, covariance matrix, etc. The rigorous proof of universal approxima...
| Main Authors: | Hassan, S., Khanesar, M.A., Jaafar, J., Khosravi, A. |
|---|---|
| Format: | Article |
| Institution: | Universiti Teknologi Petronas |
| Record Id / ISBN-0: | utp-eprints.19641 / |
| Published: |
Elsevier Ltd
2017
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| Online Access: |
https://www.scopus.com/inward/record.uri?eid=2-s2.0-85007270691&doi=10.1016%2fj.asoc.2016.11.015&partnerID=40&md5=c93a4527081bb156773e2caa36a7eb08 http://eprints.utp.edu.my/19641/ |
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