Описание: The technology of neural networks has attracted much attention in recent years. Their ability to learn nonlinear relationships is widely appreciated and is utilized in many different types of applications; modelling of dynamic systems, signal processing, and control system design being some of the most common. The theory of neural computing has matured considerably over the last decade and many problems of neural network design, training and evaluation have been resolved. This book provides a comprehensive introduction to the most popular class of neural network, the multilayer perceptron, and shows how it can be used for system identification and control. It aims to provide the reader with a sufficient theoretical background to understand the characteristics of different methods, to be aware of the pit-falls and to make proper decisions in all situations. The subjects treated include: System identification: multilayer perceptrons; how to conduct informative experiments; model structure selection; training methods; model validation; pruning algorithms. Control: direct inverse, internal model, feedforward, optimal and predictive control; feedback linearization and instantaneous-linearization-based controllers. Case studies: prediction of sunspot activity; modelling of a hydraulic actuator; control of a pneumatic servomechanism; water-level control in a conical tank. The book is very application-oriented and gives detailed and pragmatic recommendations that guide the user through the plethora of methods suggested in the literature. Furthermore, it attempts to introduce sound working procedures that can lead to efficient neural network solutions. This will make the book invaluable to the practitioner and as a textbook in courses with a significant hands-on component.
Автор: Aleksei Tepljakov Название: Fractional-order Modeling and Control of Dynamic Systems ISBN: 3319529498 ISBN-13(EAN): 9783319529493 Издательство: Springer Рейтинг: Цена: 18167.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book reports on an outstanding research devoted to modeling and control of dynamic systems using fractional-order calculus. This book describes novel methods developed by the author for fractional modeling and control, together with their successful application in real-world process control scenarios.
Автор: Jan Lunze Название: Control Theory of Digitally Networked Dynamic Systems ISBN: 3319011308 ISBN-13(EAN): 9783319011301 Издательство: Springer Рейтинг: Цена: 22203.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book gives an introduction to networked control systems and describes new modeling paradigms, analysis methods for event-driven, digitally networked systems, and design methods for distributed estimation and control.
Название: Robust Control of Uncertain Dynamic Systems ISBN: 1461491312 ISBN-13(EAN): 9781461491316 Издательство: Springer Рейтинг: Цена: 10448.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book details the tools of analysis and design for robust stability and performance of uncertain dynamic systems. It illustrates various systems level methodologies with applications from aerospace, electrical and mechanical engineering.
Автор: Rama K. Yedavalli Название: Robust Control of Uncertain Dynamic Systems ISBN: 1493940899 ISBN-13(EAN): 9781493940899 Издательство: Springer Рейтинг: Цена: 9794.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book details the tools of analysis and design for robust stability and performance of uncertain dynamic systems. It illustrates various systems level methodologies with applications from aerospace, electrical and mechanical engineering.
Автор: Luis T. Aguilar; Igor Boiko; Leonid Fridman; Rafae Название: Self-Oscillations in Dynamic Systems ISBN: 3319233025 ISBN-13(EAN): 9783319233024 Издательство: Springer Рейтинг: Цена: 11878.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Self-Oscillations in Dynamic Systems
Автор: Jan Lunze Название: Control Theory of Digitally Networked Dynamic Systems ISBN: 3319033603 ISBN-13(EAN): 9783319033600 Издательство: Springer Рейтинг: Цена: 19589.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book gives an introduction to networked control systems and describes new modeling paradigms, analysis methods for event-driven, digitally networked systems, and design methods for distributed estimation and control.
Автор: El-K?bir Boukas; Roland P. Malham? Название: Analysis, Control and Optimization of Complex Dynamic Systems ISBN: 1489996095 ISBN-13(EAN): 9781489996091 Издательство: Springer Рейтинг: Цена: 15372.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Analysis, Control and Optimization of Complex Dynamic Systems gathers in a single volume a spectrum of complex dynamic systems related papers written by experts in their fields, and strongly representative of current research trends.
Автор: Henryk G?recki Название: Optimization and Control of Dynamic Systems ISBN: 3319626450 ISBN-13(EAN): 9783319626451 Издательство: Springer Рейтинг: Цена: 27950.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание:
Introduction.- Some fundamental mathematical models.- Unconstrained extrema of functions.- Extrema subject to equality and inequality constraints.- Parametric Optimization of Continuous Linear Dynamic Systems.- Elements of variational calculus.- Maximum principle.- Elements of multicriteria optimization.
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