| 书目名称 | Neural Networks and Learning Algorithms in MATLAB |
| 编辑 | Ardashir Mohammadazadeh,Mohammad Hosein Sabzalian, |
| 视频video | |
| 概述 | Explains the ins and outs of neural networks in a simple unified approach with clear examples and simulations in MATLAB.Serves as a main reference for graduate and undergraduate courses in neural netw |
| 丛书名称 | Synthesis Lectures on Intelligent Technologies |
| 图书封面 |  |
| 描述 | .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.. |
| 出版日期 | Book 2022 |
| 关键词 | Computational Intelligence; Artificial Intelligence; Time Series Prediction; Intelligent Control and Id |
| 版次 | 1 |
| doi | https://doi.org/10.1007/978-3-031-14571-1 |
| isbn_softcover | 978-3-031-14573-5 |
| isbn_ebook | 978-3-031-14571-1Series ISSN 2731-6912 Series E-ISSN 2731-6920 |
| issn_series | 2731-6912 |
| copyright | The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerl |
发表于 2025-3-21 18:51:58
