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Stability Analysis of Neural Networks, Rajchakit Grienggrai, Agarwal Praveen, Ramalingam Sriraman


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Автор: Rajchakit Grienggrai, Agarwal Praveen, Ramalingam Sriraman
Название:  Stability Analysis of Neural Networks
ISBN: 9789811665332
Издательство: Springer
Классификация:


ISBN-10: 9811665338
Обложка/Формат: Hardcover
Страницы: 432
Вес: 0.78 кг.
Дата издания: 06.12.2021
Язык: English
Издание: 1st ed. 2021
Иллюстрации: 54 illustrations, color; 2 illustrations, black and white; xxvi, 404 p. 56 illus., 54 illus. in color.; 54 illustrations, color; 2 illustrations, blac
Размер: 23.39 x 15.60 x 2.39 cm
Читательская аудитория: Professional & vocational
Ссылка на Издательство: Link
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Поставляется из: Германии
Описание: This book discusses recent research on the stability of various neural networks with constrained signals. It investigates stability problems for delayed dynamical systems where the main purpose of the research is to reduce the conservativeness of the stability criteria.


Stability and Synchronization Control of Stochastic Neural Networks

Автор: Zhou Wuneng, Yang Jun, Zhou Liuwei
Название: Stability and Synchronization Control of Stochastic Neural Networks
ISBN: 3662517167 ISBN-13(EAN): 9783662517161
Издательство: Springer
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Цена: 13974.00 р.
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Описание: The book collects the novel model of the disturbance driven by Levy process, the research method of M-matrix, and the adaptive control method of the SNN in the context of stability and synchronization control.

Principal and Minor Component Analysis Neural Networks to Principal Component Analysis Networks and Algorithms

Автор: Xiangyu Kong; Changhua Hu; Zhansheng Duan
Название: Principal and Minor Component Analysis Neural Networks to Principal Component Analysis Networks and Algorithms
ISBN: 981102913X ISBN-13(EAN): 9789811029134
Издательство: Springer
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Цена: 20962.00 р.
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Описание: This book not only provides a comprehensive introduction to neural-based PCA methods in control science, but also presents many novel PCA algorithms and their extensions and generalizations, e.g., dual purpose, coupled PCA, GED, neural based SVD algorithms, etc.

Nonlinear Analysis of Thin-Walled Structures / Statics, Dynamics, and Stability

Автор: Doyle James F.
Название: Nonlinear Analysis of Thin-Walled Structures / Statics, Dynamics, and Stability
ISBN: 0387952160 ISBN-13(EAN): 9780387952161
Издательство: Springer
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Цена: 16484.00 р.
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Описание: This book deals with the computational analysis of thin-walled structures such as aircraft, ships, and containment vessels. Building on the author's earlier book Static and Dynamic Analysis of Structures, it shows how to use computational methods to tackle some of the fundamental problems of structural mechanics, with particular emphasis on nonlinear phenomena. Where the earlier book dealt with linear systems, the central theme running through this volume is the notion that unstable equilibria are associated with motions and large displacements and therefore require a full nonlinear analysis. The discussion begins with an overview of the basic mechanics of deformable bodies, including variational formulations, and then considers the large deflection behavior of shell and frame structures using a finite-element analysis. The second part of the book begins with a summary of linear vibrations of structures, including an introduction to modal analysis; it continues with computational formulations of nonlinear dynamic analyses of structures and refines the concept of dynamic equilibrium in the context of large deflections. The book concludes with a discussion of stability, including the difficult problem of stability of motions in the large.By describing the methods on which commercial software pakckages are based, this book allows an engineer to evaluate the results these computations produce. It therefore should be useful to practicing engineers and graduate students.

Stability Analysis of Markovian Jump Systems

Автор: Yu Kang; Yun-Bo Zhao; Ping Zhao
Название: Stability Analysis of Markovian Jump Systems
ISBN: 9811038597 ISBN-13(EAN): 9789811038594
Издательство: Springer
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Цена: 18167.00 р.
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Описание: This book focuses on the stability analysis of Markovian jump systems (MJSs) with various settings and discusses its applications in several different areas. It also presents general definitions of the necessary concepts and an overview of the recent developments in MJSs. Further, it addresses the general robust problem of Markovian jump linear systems (MJLSs), the asynchronous stability of a class of nonlinear systems, the robust adaptive control scheme for a class of nonlinear uncertain MJSs, the practical stability of MJSs and its applications as a modelling tool for networked control systems, Markovian-based control for wheeled mobile manipulators and the jump-linear-quadratic (JLQ) problem of a class of continuous-time MJLSs. It is a valuable resource for researchers and graduate students in the field of control theory and engineering.

Stability Analysis of Nonlinear Systems

Автор: Vangipuram Lakshmikantham; Srinivasa Leela; Anatol
Название: Stability Analysis of Nonlinear Systems
ISBN: 3319271997 ISBN-13(EAN): 9783319271996
Издательство: Springer
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Цена: 13275.00 р.
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Описание: The book investigates stability theory in terms of two different measure, exhibiting the advantage of employing families of Lyapunov functions and treats the theory of a variety of inequalities, clearly bringing out the underlying theme.

Physical Fundamentals of Oscillations: Frequency Analysis of Periodic Motion Stability

Автор: Chechurin Leonid, Chechurin Sergej
Название: Physical Fundamentals of Oscillations: Frequency Analysis of Periodic Motion Stability
ISBN: 3319751530 ISBN-13(EAN): 9783319751535
Издательство: Springer
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Цена: 13974.00 р.
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Описание: The book introduces possibly the most compact, simple and physically understandable tool that can describe, explain, predict and design the widest set of phenomena in time-variant and nonlinear oscillations.

Analysis and Control of Coupled Neural Networks with Reaction-Diffusion Terms

Автор: Jin-Liang Wang; Huai-Ning Wu; Tingwen Huang; Shun-
Название: Analysis and Control of Coupled Neural Networks with Reaction-Diffusion Terms
ISBN: 9811352623 ISBN-13(EAN): 9789811352621
Издательство: Springer
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Цена: 19564.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: This book introduces selected recent findings on the analysis and control of dynamical behaviors for coupled reaction-diffusion neural networks. It presents novel research ideas and essential definitions concerning coupled reaction-diffusion neural networks, such as passivity, adaptive coupling, spatial diffusion coupling, and the relationship between synchronization and output strict passivity. Further, it gathers research results previously published in many flagship journals, presenting them in a unified form. As such, the book will be of interest to all university researchers and graduate students in Engineering and Mathematics who wish to study the dynamical behaviors of coupled reaction-diffusion neural networks.

Stability Analysis for Linear Repetitive Processes

Автор: Eric Rogers; David H. Owens
Название: Stability Analysis for Linear Repetitive Processes
ISBN: 3540552642 ISBN-13(EAN): 9783540552642
Издательство: Springer
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Цена: 12157.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: Industrial processes such as long-wall coal cutting and me-tal rolling, together with certain areas of 2D signal andimage processing, exhibit a repetitive, or multipass struc-ture characterized by a series of sweeps of passes through aknown set of dynamics.

Stability Analysis of Markovian Jump Systems

Автор: Yu Kang; Yun-Bo Zhao; Ping Zhao
Название: Stability Analysis of Markovian Jump Systems
ISBN: 9811099863 ISBN-13(EAN): 9789811099861
Издательство: Springer
Рейтинг:
Цена: 13974.00 р.
Наличие на складе: Поставка под заказ.

Описание: This book focuses on the stability analysis of Markovian jump systems (MJSs) with various settings and discusses its applications in several different areas. It also presents general definitions of the necessary concepts and an overview of the recent developments in MJSs. Further, it addresses the general robust problem of Markovian jump linear systems (MJLSs), the asynchronous stability of a class of nonlinear systems, the robust adaptive control scheme for a class of nonlinear uncertain MJSs, the practical stability of MJSs and its applications as a modelling tool for networked control systems, Markovian-based control for wheeled mobile manipulators and the jump-linear-quadratic (JLQ) problem of a class of continuous-time MJLSs. It is a valuable resource for researchers and graduate students in the field of control theory and engineering.

Computer-Based Analysis of the Stochastic Stability of Mechanical Structures Driven by White and Colored Noise

Автор: Aydin Azizi; Poorya Ghafoorpoor Yazdi
Название: Computer-Based Analysis of the Stochastic Stability of Mechanical Structures Driven by White and Colored Noise
ISBN: 9811362173 ISBN-13(EAN): 9789811362170
Издательство: Springer
Рейтинг:
Цена: 6986.00 р.
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Описание: This book provides a concise introduction to the behavior of mechanical structures and testing their stochastic stability under the influence of noise. It explains the physical effects of noise and in particular the concept of Gaussian white noise. In closing, the book explains how to model the effects of noise on mechanical structures, and how to nullify / compensate for it by designing effective controllers.

Vibrations and Stability: Advanced Theory, Analysis, and Tools

Автор: Thomsen Jon Juel
Название: Vibrations and Stability: Advanced Theory, Analysis, and Tools
ISBN: 3030680444 ISBN-13(EAN): 9783030680442
Издательство: Springer
Цена: 11878.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: An ideal text for students that ties together classical and modern topics of advanced vibration analysis in an interesting and lucid manner. It trains the student to analyze simple models, recognize nonlinear phenomena and work with advanced tools such as perturbation analysis and bifurcation analysis.

Vibrations and Stability: Advanced Theory, Analysis, and Tools

Автор: Thomsen Jon Juel
Название: Vibrations and Stability: Advanced Theory, Analysis, and Tools
ISBN: 3030680479 ISBN-13(EAN): 9783030680473
Издательство: Springer
Рейтинг:
Цена: 11878.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: An ideal text for students that ties together classical and modern topics of advanced vibration analysis in an interesting and lucid manner. It trains the student to analyze simple models, recognize nonlinear phenomena and work with advanced tools such as perturbation analysis and bifurcation analysis.


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