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Neural Networks and Learning Algorithms in MATLAB
Hardcover
Series: Synthesis Lectures on Intelligent Technologies
Technology & EngineeringGeneral Computers
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ISBN13: 9783031145704
Publisher: Springer Nature
Published: Dec 11 2022
Pages: 117
Weight: 0.75
Height: 0.39 Width: 6.46 Depth: 9.29
Language: English
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.
1 different editions
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Neural Networks and Learning Algorithms in MATLAB
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Mohammadazadeh, Ardashir
Neural Networks and Learning Algorithms in MATLAB
Mohammadazadeh, Ardashir
Sabzalian, Mohammad Hosein
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