Fuzzy systems are universal approximators for a smooth function and its derivatives

DOI<link itemprop=identifier href="https://doi.org/10.1002/(SICI)1098-111X(200006)15:6<565::AID-INT6>3.0.CO;2-0" /><565::AID-INT6>3.0.CO;2-0 10.1002/(SICI)1098-111X(200006)15:6<565::AID-INT6>3.0.CO;2-0zbMath0957.93050OpenAlexW2083824790MaRDI QIDQ4506257

Yeung Yam, Vladik Ya. Kreinovich, Nguyen Trung Hung

Publication date: 9 March 2001

Full work available at URL: https://doi.org/10.1002/(sici)1098-111x(200006)15:6<565::aid-int6>3.0.co;2-0

zbMATH Keywords

fuzzy controlfuzzy systemsuniversal approximatorsfunction approximation by fuzzy systemssmooth Gaussian membership functions

Mathematics Subject Classification ID

Fuzzy control/observation systems (93C42)

Related Items (4)

A class of universal approximators of real continuous functions revisited ⋮ Forecasting business profitability by using classification techniques: a comparative analysis based on a Spanish case ⋮ Discovering the dynamic behavior of unknown systems using fuzzy logic ⋮ Fuzzy inference systems preserving Moser-Navara axioms

Cites Work

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• Universal fuzzy controllers
• Controllable processes and the fuzzy controller
• On the equivalence of neural nets and fuzzy expert systems
• Sugeno type controllers are universal controllers
• Fuzzy input-output controllers are universal approximators
• Sufficient conditions on general fuzzy systems as function approximators
• Fuzzy systems as universal approximators

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