Some Notes on Monotone TSK Fuzzy Inference Systems

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)

[img] PDF
Some notes.pdf

Download (1MB)
Official URL:


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

Actions (For repository members only: login required)

View Item View Item