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Improved Admissibility Criteria for Takagi–Sugeno Fuzzy Singular Systems With Time-Varying Delay

Yibo Wang, Changchun Hua, Peng Shi

2023IEEE Transactions on Fuzzy Systems14 citationsDOI

Abstract

This article studies the admissibility stability issue of Takagi–Sugeno fuzzy singular (TFS) systems with time-varying delay. First, negative-definiteness constraints for <inline-formula xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink"><tex-math notation="LaTeX">$n$</tex-math></inline-formula> th-order matrix-valued polynomials are established based on the Finsler's Lemma. A new reciprocally convex inequality (RCI) is developed according to the proposed negative-definiteness method. Then, an improved state decomposition Lyapunov–Krasovskii (L–K) functional is constructed based on the decomposed state method. The improved L–K functional is augmented by considering more information on TFS system states and the delay-dependent matrix. Based on the novel RCI and the L–K functional, a less conservative admissibility criterion is derived. Finally, a well-studied numerical example is performed to reveal the superiority and validity of the proposed admissibility criteria.

Topics & Concepts

Positive definitenessDefinitenessMathematicsLemma (botany)State (computer science)Stability (learning theory)Fuzzy control systemFuzzy logicSingular value decompositionApplied mathematicsRegular polygonMatrix (chemical analysis)Linear matrix inequalityPositive-definite matrixPure mathematicsMathematical optimizationAlgorithmComputer scienceArtificial intelligenceMachine learningEigenvalues and eigenvectorsComposite materialGeometryPhysicsBiologyPhilosophyMaterials sciencePoaceaeQuantum mechanicsLinguisticsEcologyNeural Networks Stability and SynchronizationStability and Control of Uncertain SystemsMatrix Theory and Algorithms
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