Neural Networks and Learning Algorithms in MATLAB (Synthesis Lectures on Intelligent Technologies) - Tapa blanda

Mohammadazadeh, Ardashir; Sabzalian, Mohammad Hosein; Castillo, Oscar; Sakthivel, Rathinasamy; El-Sousy, Fayez F. M.; Mobayen, Saleh

 
9783031145735: Neural Networks and Learning Algorithms in MATLAB (Synthesis Lectures on Intelligent Technologies)
Tapa blanda
ISBN 10: 3031145739 ISBN 13: 9783031145735
Editorial: Springer, 2023

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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De la contraportada

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.

"Sobre este título" puede pertenecer a otra edición de este libro.

Editorial
Springer
Año de publicación
2023
Idioma
Inglés
ISBN 10 
3031145739
ISBN 13 
9783031145735
Encuadernación
Tapa blanda
Número de edición
1
Número de páginas
132
Contacto del fabricante
no disponible
Persona responsable
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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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