کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
8960155 1646381 2018 11 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Finite-time boundedness and stabilization of uncertain switched delayed neural networks of neutral type
ترجمه فارسی عنوان
محدودیت محدودیت زمانی و تثبیت نامنظم شبکه های عصبی تاخیری از نوع بی طرف
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر هوش مصنوعی
چکیده انگلیسی
In this paper, we investigate the finite-time boundedness (FTB) and finite-time stabilization (FTS) of uncertain switched delayed neural networks of neutral type. Some sufficient conditions are derived in terms of linear matrix inequalities (LMIs) to guarantee the FTB and FTS of the uncertain delayed switched neural networks of neutral type by using the multiple Lyapunov-Krasovskii functional, free-weighting matrix method, and average dwell time (ADT) methods, which are dependent on both the transmission delay and time delay in neutral term. Moreover, a state feedback controller is designed via the established LMIs. Finally, two examples are given to illustrate the effectiveness of the main results.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Neurocomputing - Volume 314, 7 November 2018, Pages 468-478
نویسندگان
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