9783031145735: Neural Networks and Learning Algorithms in MATLAB
Couverture souple
ISBN 10 : 3031145739 ISBN 13 : 9783031145735
Editeur : Springer, 2023

Synopsis

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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Éditeur
Springer
Date d'édition
2023
Langue
anglais
ISBN 10 
3031145739
ISBN 13 
9783031145735
Reliure
Broché
Nombre de pages
132
Coordonnées du fabricant
non disponible
Personne responsable
CMN Printpool Inh. Mathis Neumann
https://www.also.com/ec/cms5/en_6000/6000/index.jsp

Friedrich-Karl-Str. 9
Hamburg
Allemagne

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9783031145704: Neural Networks and Learning Algorithms in Matlab

Edition présentée

ISBN 10 :  3031145704 ISBN 13 :  9783031145704
Editeur : Springer International Publishin..., 2022
Couverture rigide