Neural Networks and Learning Algorithms in MATLAB - Tapa blanda

Mohammadazadeh, Ardashir; Sabzalian, Mohammad Hosein; Castillo, Oscar

 
9783031145728: Neural Networks and Learning Algorithms in MATLAB
Tapa blanda
ISBN 10: 3031145720 ISBN 13: 9783031145728
Editorial: Springer, 2022

Sinopsis

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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Editorial
Springer
Año de publicación
2022
Idioma
Inglés
ISBN 10 
3031145720
ISBN 13 
9783031145728
Encuadernación
Tapa blanda
Número de páginas
128
Contacto del fabricante
no disponible
Persona responsable
CMN Printpool Inh. Mathis Neumann
https://www.also.com/ec/cms5/en_6000/6000/index.jsp

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Hamburg
Alemania

Otras ediciones populares con el mismo título

9783031145704: Neural Networks and Learning Algorithms in MATLAB (Synthesis Lectures on Intelligent Technologies)

Edición Destacada

ISBN 10:  3031145704 ISBN 13:  9783031145704
Editorial: Springer-Verlag GmbH, 2022
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