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Home » Delay-dependent optimal guaranteed cost control of stochastic neural networks with interval nondifferentiable time-varying delays

  1. Delay-dependent optimal guaranteed cost control of stochastic neural networks with interval nondifferentiable time-varying delays

    Author Name: Grienggrai Rajchakit

    This paper studies the problem of guaranteed cost control for a class of stochastic delayed neural networks. The time delay is a continuous function belonging to a given interval, but not necessary to be differentiable. A cost function is considered as a nonlinear performance measure for the closed-loop system. The stabilizing controllers to be designed must satisfy some mean square exponential stability constraints on the closed-loop poles. By constructing a set of augmented Lyapunov-Krasovskii functional, a guaranteed cost controller is designed via memory less state feedback control and new sufficient conditions for the existence of the guaranteed cost state-feedback for the system are given in terms of linear matrix inequalities (LMIs). A numerical example is given to illustrate the effectiveness of the obtained result.

    Date of published: 2013-09-27

    Journal Name: Advances In Difference Equations

    DOI: Not Available

    Keywords: Advances In Difference Equations



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