Neural Networks and Learning Algorithms in MATLAB (Synthesis Lectures on Intelligent Technologies) - Hardcover
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This book explains the basic concepts, theory and applications of neural networks in a simple unified approach with clear examples and simulations in the MATLAB programming language.
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This book explains the basic concepts, theory and applications of neural networks in a simple unified approach with clear examples and simulations in the MATLAB programming language. The scripts herein are coded for general purposes to be easily extended to a variety of problems in different areas of application. They are vectorized and optimized to run faster and be applicable to high-dimensional engineering problems. This book will serve as a main reference for graduate and undergraduate courses in neural networks and applications. This book will also serve as a main basis for researchers dealing with complex problems that require neural networks for finding good solutions in areas, such as time series prediction, intelligent control and identification. In addition, the problem of designing neural network by using metaheuristics, such as the genetic algorithms and particle swarm optimization, with one objective and with multiple objectives, is presented.
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Neural Networks and Learning Algorithms in MATLAB
Verlag:
Springer International Publishing, 2022
ISBN 10: 3031145704
ISBN 13: 9783031145704
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Gebunden. Zustand: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Explains the ins and outs of neural networks in a simple unified approach with clear examples and simulations in MATLABServes as a main reference for graduate and undergraduate courses in neural networks and applicationsPresents the problem. Bestandsnummer des Verkäufers 668447832
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Neural Networks and Learning Algorithms in MATLAB
ISBN 10: 3031145704
ISBN 13: 9783031145704
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Buch. Zustand: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -This book explains the basic concepts, theory and applications of neural networks in a simple unified approach with clear examples and simulations in the MATLAB programming language. The scripts herein are coded for general purposes to be easily extended to a variety of problems in different areas of application. They are vectorized and optimized to run faster and be applicable to high-dimensional engineering problems. This book will serve as a main reference for graduate and undergraduate courses in neural networks and applications. This book will also serve as a main basis for researchers dealing with complex problems that require neural networks for finding good solutions in areas, such as time series prediction, intelligent control and identification. In addition, the problem of designing neural network by using metaheuristics, such as the genetic algorithms and particle swarm optimization, with one objective and with multiple objectives, is presented. 132 pp. Englisch. Bestandsnummer des Verkäufers 9783031145704
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Buch. Zustand: Neu. Neural Networks and Learning Algorithms in MATLAB | Ardashir Mohammadazadeh (u. a.) | Buch | ix | Englisch | 2022 | Springer | EAN 9783031145704 | Verantwortliche Person für die EU: Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg, juergen[dot]hartmann[at]springer[dot]com | Anbieter: preigu Print on Demand. Bestandsnummer des Verkäufers 122089135
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Neural Networks and Learning Algorithms in MATLAB
ISBN 10: 3031145704
ISBN 13: 9783031145704
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Buch. Zustand: Neu. Neuware -This book explains the basic concepts, theory and applications of neural networks in a simple unified approach with clear examples and simulations in the MATLAB programming language. The scripts herein are coded for general purposes to be easily extended to a variety of problems in different areas of application. They are vectorized and optimized to run faster and be applicable to high-dimensional engineering problems. This book will serve as a main reference for graduate and undergraduate courses in neural networks and applications. This book will also serve as a main basis for researchers dealing with complex problems that require neural networks for finding good solutions in areas, such as time series prediction, intelligent control and identification. In addition, the problem of designing neural network by using metaheuristics, such as the genetic algorithms and particle swarm optimization, with one objective and with multiple objectives, is presented.Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg 132 pp. Englisch. Bestandsnummer des Verkäufers 9783031145704
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Neural Networks and Learning Algorithms in MATLAB
ISBN 10: 3031145704
ISBN 13: 9783031145704
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Buch. Zustand: Neu. Druck auf Anfrage Neuware - Printed after ordering - This book explains the basic concepts, theory and applications of neural networks in a simple unified approach with clear examples and simulations in the MATLAB programming language. The scripts herein are coded for general purposes to be easily extended to a variety of problems in different areas of application. They are vectorized and optimized to run faster and be applicable to high-dimensional engineering problems. This book will serve as a main reference for graduate and undergraduate courses in neural networks and applications. This book will also serve as a main basis for researchers dealing with complex problems that require neural networks for finding good solutions in areas, such as time series prediction, intelligent control and identification. In addition, the problem of designing neural network by using metaheuristics, such as the genetic algorithms and particle swarm optimization, with one objective and with multiple objectives, is presented. Bestandsnummer des Verkäufers 9783031145704
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