9783031145728: Neural Networks and Learning Algorithms in MATLAB
Brossura
ISBN 10: 3031145720 ISBN 13: 9783031145728
Casa editrice: Springer, 2022

Sinossi

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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Editore
Springer
Data di pubblicazione
2022
Lingua
Inglese
ISBN 10 
3031145720
ISBN 13 
9783031145728
Rilegatura
Copertina flessibile
Numero di pagine
128
Contatto del produttore
non disponibile
Persona responsabile
CMN Printpool Inh. Mathis Neumann
https://www.also.com/ec/cms5/en_6000/6000/index.jsp

Friedrich-Karl-Str. 9
Hamburg
Germania

Altre edizioni note dello stesso titolo

9783031145704: Neural Networks and Learning Algorithms in Matlab

Edizione in evidenza

ISBN 10:  3031145704 ISBN 13:  9783031145704
Casa editrice: Springer Nature, 2022
Rilegato