Robust exponential stability andH ∞ control for switched neutral-type neural networks

DOI10.1002/acs.2332zbMath1331.93170OpenAlexW1942901388MaRDI QIDQ2795804

K. Mathiyalagan, S. Marshal Anthoni, Rathinasamy Sakthivel

Publication date: 22 March 2016

Published in: International Journal of Adaptive Control and Signal Processing (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1002/acs.2332

zbMATH Keywords

robust stabilizationlinear matrix inequalityLyapunov-Krasovskii functionalaverage dwell timeneutral-type neural networks\(H_\infty\) controller design

Mathematics Subject Classification ID

Neural networks for/in biological studies, artificial life and related topics (92B20) (H^infty)-control (93B36) Asymptotic stability in control theory (93D20) Robust stability (93D09)

Related Items (7)

Delay-dependent dynamics of switched Cohen-Grossberg neural networks with mixed delays ⋮ Finite-time boundedness for switched systems with sector bounded nonlinearity and constant time delay ⋮ Convergence of solutions of nonlinear neutral differential equations with multiple delays ⋮ Stochastic synchronization of neural networks with multiple time-varying delays and Markovian jump ⋮ An analysis of stability of neutral-type neural systems with constant time delays ⋮ Some recent advances in learning and adaptation for uncertain feedback control systems ⋮ Dissipativity and passivity analysis for discrete‐time complex‐valued neural networks with leakage delay and probabilistic time‐varying delays

Uses Software

• Matlab
• Robust Control Toolbox

Cites Work

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• IMPROVED RESULTS ON STABILITY ANALYSIS OF NEURAL NETWORKS WITH TIME-VARYING DELAYS: NOVEL DELAY-DEPENDENT CRITERIA
• EXPONENTIAL STABILITY FOR STOCHASTIC NEURAL NETWORKS OF NEUTRAL TYPE WITH IMPULSIVE EFFECTS
• Memoryless H _∞ controller design for switched non-linear systems with mixed time-varying delays
• Design of a passification controller for uncertain fuzzy Hopfield neural networks with time-varying delays
• Guaranteed cost control of switched systems with neutral delay via dynamic output feedback

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