Stochastic Stability Analysis for Switched Genetic Regulatory Networks with Interval Time-Varying Delays Based on Average Dwell Time Approach |
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Authors: | R. Krishnasamy |
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Affiliation: | Department of Mathematics, Gandhigram Rural Institute-Deemed University, Tamil Nadu, India |
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Abstract: | In this article, the problem of stochastic stability analysis for switched stochastic genetic regulatory networks with interval time-varying delays based on average dwell time approach is investigated. By constructing the piecewise Lyapunov-Krasovskii functional, delay-dependent stability conditions are derived by using free-weighting matrix and convex combination approach. The derived stability conditions are expressed in terms of linear matrix inequalities which can be easily solved by using the MATLAB LMI control toolbox. Finally, numerical examples are provided to demonstrate the effectiveness and less conservativeness of the proposed theoretical results. |
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Keywords: | Exponential stability Switched stochastic genetic regulatory networks Linear matrix inequality Lyapunov-Krasovskii functional Average dwell time. |
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