کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
4626191 1631783 2015 12 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Exponential synchronization of delayed Markovian jump complex networks with generally uncertain transition rates
موضوعات مرتبط
مهندسی و علوم پایه ریاضیات ریاضیات کاربردی
پیش نمایش صفحه اول مقاله
Exponential synchronization of delayed Markovian jump complex networks with generally uncertain transition rates
چکیده انگلیسی

This paper investigates the exponential synchronization problem for a class of Markovian jump complex networks(MJCNs) with generally uncertain transition rates(GUTRs). In this GUTR neural network model, each transition rate can be completely unknown or only its estimate value is known. This new uncertain model could be applied to many practical cases. Based on the Lyapunov functional method and Kronecker product technique, a sufficient condition on the exponentially synchronization in mean square is derived in terms of linear matrix inequalities (LMIs)-which can be easily solved by using the Matlab LMI toolbox. Finally, one numerical example is well-studied to illustrate the effectiveness of the developed method.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Applied Mathematics and Computation - Volume 271, 15 November 2015, Pages 682–693
نویسندگان
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