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Stability Analysis of Retarded Differential Inclusions
Author(s) -
Jiafu Wang,
Gui Zhang
Publication year - 2014
Publication title -
journal of applied mathematics
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.307
H-Index - 43
eISSN - 1687-0042
pISSN - 1110-757X
DOI - 10.1155/2014/832187
Subject(s) - differential inclusion , mathematics , stability (learning theory) , infinitesimal , lyapunov function , control theory (sociology) , differential (mechanical device) , limit (mathematics) , differential equation , exponential stability , mathematical analysis , nonlinear system , control (management) , computer science , physics , quantum mechanics , machine learning , artificial intelligence , engineering , aerospace engineering
Retarded differential inclusions have drawn more and more attention, due to the development of feedback control systems with delays and dynamical systems determined by retarded differential equations with a discontinuous right-hand side. The purpose of this paper is to establish a result on the stability and asymptotical stability for retarded differential inclusions. Comparing with the previous results, the main result obtained in this paper allows Lyapunov functions to be nonsmooth. Moreover, to deal with the asymptotical stability, it is not required that Lyapunov functions should have an infinitesimal upper limit, but this condition is needed in most of the previous results. To demonstrate applicability, we use the main result in the analysis of asymptotical stability of a class of neural networks with discontinuous activations and delays

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