Neural Networks and Learning Algorithms in MATLAB

Name: Neural Networks and Learning Algorithms in MATLAB
SKU: 38437486
Price: 446.00 NZD
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Paperback / softback

Series:

Synthesis Lectures on Intelligent Technologies

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Description

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.

Release date NZ

December 11th, 2023

Author

Series

Synthesis Lectures on Intelligent Technologies

Pages

117

Edition

1st ed. 2022

Audience

Professional & Vocational

Illustrations

87 Illustrations, color; 18 Illustrations, black and white; IX, 117 p. 105 illus., 87 illus. in color.

ISBN-13

9783031145735

Product ID

38437486

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