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Neural Networks and Learning Algorithms in MATLAB

Name: Neural Networks and Learning Algorithms in MATLAB
Brand: Springer, Berlin
SKU: 9783031145704
Price: 933.79 RON
Availability: InStock

Autor: Ardahir Mohammadazadeh, Mohammad Hosein Sabzalian, Oscar Castillo, Rathinasamy Sakthivel, Fayez F. M. El-Sousy, Saleh Mobayen

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Legare: Copertă tare

Editura: Springer, Berlin

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This book explains the basic concepts, theory and applications of neural networks in a simple unifie...

Informații despre carte

Autor

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

Limbă

engleză

Legare

Carte - Copertă tare

Publicat

2022

Pagini

117

EAN

9783031145704

Enbook ID

39467698

Editura

Springer, Berlin

Greutate

404

Dimensiuni

168 x 240 x 13

Descriere completă

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

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