Kerk, Yi Wen and Tay, Kai Meng and Lim, Chee Peng (2023) Some Notes on Monotone TSK Fuzzy Inference Systems. In: The 20th World Congress of the International Fuzzy Systems Association (IFSA 2023), 20-23 August 2023, Daegu, Korea. (In Press)
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Official URL: https://ifsa2023.org/
Abstract
This article presents our recent research on monotone Takagi-Sugeno-Kang (TSK) Fuzzy inference systems (FISs). We outline a few remarks on the necessary and sufficient conditions for TSK-FIS to be monotone, building upon the Ordered Weighted Averaging (OWA) principle and the orness concept. Some remarks for constructing monotone TSK-FIS from monotone data, extended from our previous findings, are further elucidated.
| Item Type: | Proceeding (Paper) |
|---|---|
| Uncontrolled Keywords: | Fuzzy Inference Systems, Ordered Weighted Averaging, data-driven monotone TakagiSugeno-Kang fuzzy model. |
| Subjects: | Q Science > QA Mathematics |
| Divisions: | Academic Faculties, Institutes and Centres > Faculty of Engineering Faculties, Institutes, Centres > Faculty of Engineering |
| Depositing User: | Meng |
| Date Deposited: | 20 Dec 2023 03:27 |
| Last Modified: | 20 Dec 2023 03:27 |
| URI: | http://ir.unimas.my/id/eprint/43792 |
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