Necessary conditions for some typical fuzzy systems as universal approximators
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Publication:1367186
DOI10.1016/S0005-1098(97)00026-5zbMath0885.93035MaRDI QIDQ1367186
Publication date: 9 November 1997
Published in: Automatica (Search for Journal in Brave)
Related Items (14)
A class of universal approximators of real continuous functions revisited ⋮ A new type of fuzzy systems using pyramid membership functions (PMFs) and approximation properties ⋮ Explicit analytical formulation and exact inversion of decomposable fuzzy systems with singleton consequents ⋮ Enhanced approximation capabilities of the fuzzy systems using variable universes of discourse ⋮ Fuzzy Feedback Linearizing Controller and Its Equivalence With the Fuzzy Nonlinear Internal Model Control Structure ⋮ Center-of-gravity fuzzy systems based on normal fuzzy implications ⋮ Fuzzy confidence interval for pH titration curve ⋮ A sufficient condition on a general class of interval type-2 Takagi-Sugeno fuzzy systems with linear rule consequent as universal approximators ⋮ Identification of dynamical systems with a robust interval fuzzy model ⋮ How to determine the minimum number of fuzzy rules to achieve given accuracy: a computational geometric approach to SISO case ⋮ Mamdani-type fuzzy controllers are universal fuzzy controllers ⋮ Rule generation for hierarchical collaborative fuzzy system ⋮ General Takagi-Sugeno fuzzy systems with simplified linear rule consequent are universal controllers, models and filters ⋮ Analyses for \(L_p(\mu)\)-norm approximation capability of generalized Mamdani fuzzy systems
Cites Work
- Universal fuzzy controllers
- General analytical structure of typical fuzzy controllers and their limiting structure theorems
- Analysis on function duplicating capabilities of fuzzy controllers
- Sufficient conditions on general fuzzy systems as function approximators
- Linear fuzzy controller: it is a linear nonfuzzy controller
- Fuzzy logic in control systems: fuzzy logic controller. II
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