State feedback stabilization for neutral-type neural networks with time-varying discrete and unbounded distributed delays (Q1953706)
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scientific article; zbMATH DE number 6172143
| Language | Label | Description | Also known as |
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| English | State feedback stabilization for neutral-type neural networks with time-varying discrete and unbounded distributed delays |
scientific article; zbMATH DE number 6172143 |
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State feedback stabilization for neutral-type neural networks with time-varying discrete and unbounded distributed delays (English)
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10 June 2013
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Summary: The problem of stabilization for a class of neutral-type neural networks with discrete and unbounded distributed delays is investigated. By introducing an appropriate Lyapunov-Krasovskii functional and using Jensen's inequality technique to deal with its derivative, delay-range-dependent and rate-dependent stabilization criteria are presented in the form of LMIs with nonlinear constraints. In order to solve the nonlinear problem, a Cone Complementarity Linearization (CCL) algorithm is offered. In addition, several numerical examples are provided to illustrate the applicability of the proposed approach.
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LMIs with nonlinear constraints
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neutral-type neural networks
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rate-dependent stabilization criteria
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cone complementarity linearization
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Jensen's inequality technique
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state feedback stabilization
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Lyapunov-Krasovskii functionals
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