Monotonic Smooth Takagi-Sugeno Fuzzy Systems With Fuzzy Sets With Compact Support

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21230%2F19%3A00331174" target="_blank" >RIV/68407700:21230/19:00331174 - isvavai.cz</a>
Result on the web
<a href="https://doi.org/10.1109/TFUZZ.2019.2892355" target="_blank" >https://doi.org/10.1109/TFUZZ.2019.2892355</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1109/TFUZZ.2019.2892355" target="_blank" >10.1109/TFUZZ.2019.2892355</a>

Result language
angličtina
Original language name
Monotonic Smooth Takagi-Sugeno Fuzzy Systems With Fuzzy Sets With Compact Support
Original language description
In this paper, sufficient conditions on monotonicity of Takagi-Sugeno (T-S) fuzzy systems with linear consequent parts with smooth membership functions with compact support (i.e., equal to zero outside a compact set) are derived. The presented conditions considerably reduce conservatism of those known for T-S fuzzy systems utilizing membership functions with the support that is not compact. Resides, two illustrative examples will demonstrate that the monotonicity requirement imposed on fuzzy systems may significantly improve their extrapolation capability.
Czech name
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Czech description
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Type
J<sub>imp</sub> - Article in a specialist periodical, which is included in the Web of Science database
CEP classification
—
OECD FORD branch
20205 - Automation and control systems

Project
<a href="/en/project/GA18-26278S" target="_blank" >GA18-26278S: Incorporation of Prior Knowledge for Identification of Nonlinear Systems</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Publication year
2019
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

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