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.
Описание: These books, with of a total of 40 chapters, are a comprehensive and complete introductory text on the synthesis, characterization, and applications of nanomaterials. They are aimed at graduate students and researchers whose background is chemistry, physics, materials science, chemical engineering, electrical engineering, and biomedical science. The first part emphasizes the chemical and physical approaches used for synthesis of nanomaterials. The second part emphasizes the techniques used for characterizing the structure and properties of nanomaterials, aiming at describing the physical mechanism, data interpretation, and detailed applications of the techniques. The final part focuses on systems of different nanostructural materials with novel properties and applications.
Автор: Mohammad Obaidat Название: Handbook of Green Information and Communication Systems, ISBN: 0124158447 ISBN-13(EAN): 9780124158443 Издательство: Elsevier Science Рейтинг: Цена: 19875.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: A guide on the fundamental concepts, applications, algorithms, protocols, new trends and challenges, and research results. It offers information on the core and specialized issues in the field, making it suitable for both the new and experienced researcher.
Название: Systems Engineering Handbook ISBN: 1118999401 ISBN-13(EAN): 9781118999400 Издательство: Wiley Рейтинг: Цена: 10763.00 р. Наличие на складе: Поставка под заказ.
Описание: Describes key process activities performed by systems engineers and other engineering professionals throughout the life cycle of a system. This book covers a wide range of fundamental system concepts that broaden the thinking of the systems engineering practitioner. It includes a reference on the discipline and practice of systems engineering.
Описание: This book is aimed at both researchers and practitioners, and provides a collection of expert systems in manufacturing and production engineering along with their knowledge base and rules.
Название: Handbook of Bioelectronics ISBN: 1107040833 ISBN-13(EAN): 9781107040830 Издательство: Cambridge Academ Рейтинг: Цена: 37699.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: A wide-ranging view of the state of the art in modern bioelectronics, with real-world examples, step-by-step design details, and hints and tips from the pioneers themselves. All aspects of modern bioelectronics are covered, providing an authoritative summary of the field and a perfect foundation for future developments in distributed diagnostic devices.
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