Guaranteed Cost Control for Exponential Synchronization of Cellular Neural Networks with Mixed Time-Varying Delays via Hybrid Feedback Control

The problem of guaranteed cost control for exponential synchronization of cellular neural networks with interval nondifferentiable and distributed time-varying delays via hybrid feedback control is considered. The interval time-varying delay function is not necessary to be differentiable. Based on t...

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Main Authors: T. Botmart, W. Weera
Format: Article
Language:English
Published: Wiley 2013-01-01
Series:Abstract and Applied Analysis
Online Access:http://dx.doi.org/10.1155/2013/175796
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author T. Botmart
W. Weera
author_facet T. Botmart
W. Weera
author_sort T. Botmart
collection DOAJ
description The problem of guaranteed cost control for exponential synchronization of cellular neural networks with interval nondifferentiable and distributed time-varying delays via hybrid feedback control is considered. The interval time-varying delay function is not necessary to be differentiable. Based on the construction of improved Lyapunov-Krasovskii functionals is combined with Leibniz-Newton's formula and the technique of dealing with some integral terms. New delay-dependent sufficient conditions for the exponential synchronization of the error systems with memoryless hybrid feedback control are first established in terms of LMIs without introducing any free-weighting matrices. The optimal guaranteed cost control with linear error hybrid feedback is turned into the solvable problem of a set of LMIs. A numerical example is also given to illustrate the effectiveness of the proposed method.
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institution Kabale University
issn 1085-3375
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language English
publishDate 2013-01-01
publisher Wiley
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series Abstract and Applied Analysis
spelling doaj-art-b89726f8b3dc4909991d6919e83879032025-02-03T05:45:59ZengWileyAbstract and Applied Analysis1085-33751687-04092013-01-01201310.1155/2013/175796175796Guaranteed Cost Control for Exponential Synchronization of Cellular Neural Networks with Mixed Time-Varying Delays via Hybrid Feedback ControlT. Botmart0W. Weera1Department of Mathematics, Srinakharinwirot University, Bangkok 10110, ThailandDepartment of Mathematics, Chiang Mai University, Chiang Mai 50200, ThailandThe problem of guaranteed cost control for exponential synchronization of cellular neural networks with interval nondifferentiable and distributed time-varying delays via hybrid feedback control is considered. The interval time-varying delay function is not necessary to be differentiable. Based on the construction of improved Lyapunov-Krasovskii functionals is combined with Leibniz-Newton's formula and the technique of dealing with some integral terms. New delay-dependent sufficient conditions for the exponential synchronization of the error systems with memoryless hybrid feedback control are first established in terms of LMIs without introducing any free-weighting matrices. The optimal guaranteed cost control with linear error hybrid feedback is turned into the solvable problem of a set of LMIs. A numerical example is also given to illustrate the effectiveness of the proposed method.http://dx.doi.org/10.1155/2013/175796
spellingShingle T. Botmart
W. Weera
Guaranteed Cost Control for Exponential Synchronization of Cellular Neural Networks with Mixed Time-Varying Delays via Hybrid Feedback Control
Abstract and Applied Analysis
title Guaranteed Cost Control for Exponential Synchronization of Cellular Neural Networks with Mixed Time-Varying Delays via Hybrid Feedback Control
title_full Guaranteed Cost Control for Exponential Synchronization of Cellular Neural Networks with Mixed Time-Varying Delays via Hybrid Feedback Control
title_fullStr Guaranteed Cost Control for Exponential Synchronization of Cellular Neural Networks with Mixed Time-Varying Delays via Hybrid Feedback Control
title_full_unstemmed Guaranteed Cost Control for Exponential Synchronization of Cellular Neural Networks with Mixed Time-Varying Delays via Hybrid Feedback Control
title_short Guaranteed Cost Control for Exponential Synchronization of Cellular Neural Networks with Mixed Time-Varying Delays via Hybrid Feedback Control
title_sort guaranteed cost control for exponential synchronization of cellular neural networks with mixed time varying delays via hybrid feedback control
url http://dx.doi.org/10.1155/2013/175796
work_keys_str_mv AT tbotmart guaranteedcostcontrolforexponentialsynchronizationofcellularneuralnetworkswithmixedtimevaryingdelaysviahybridfeedbackcontrol
AT wweera guaranteedcostcontrolforexponentialsynchronizationofcellularneuralnetworkswithmixedtimevaryingdelaysviahybridfeedbackcontrol