Fuzzy Neural Intelligent Systems: Mathematical Foundation and the Applications in Engineering (English Edition)

Fuzzy Neural Intelligent Systems: Mathematical Foundation and the Applications in Engineering (English Edition)

作者
Hongxing Li、C.L. Philip Chen、Han-Pang Huang
语言
英语
出版社
CRC Press
出版日期
2018年10月3日
纸书页数
392页
电子书格式
epub,pdf,mobi,azw3,txt,fb2,djvu
文件大小
35164 KB
下载次数
4952
更新日期
2023-04-04
运行环境
PC/Windows/Linux/Mac/IOS/iPhone/iPad/iBooks/Kindle/Android/安卓/平板
内容简介

Although fuzzy systems and neural networks are central to the field of soft computing, most research work has focused on the development of the theories, algorithms, and designs of systems for specific applications. There has been little theoretical support for fuzzy neural systems, especially their mathematical foundations. Fuzzy Neural Intelligent Systems fills this gap. It develops a mathematical basis for fuzzy neural networks, offers a better way of combining fuzzy logic systems with neural networks, and explores some of their engineering applications. Dividing their focus into three main areas of interest, the authors give a systematic, comprehensive treatment of the relevant concepts and modern practical applications:Fundamental concepts and theories for fuzzy systems and neural networks.

Foundation for fuzzy neural networks and important related topics

Case examples for neuro-fuzzy systems, fuzzy systems, neural network systems, and fuzzy-neural systemsSuitable for self-study, as a reference, and ideal as a textbook, Fuzzy Neural Intelligent Systems is accessible to students with a basic background in linear algebra and engineering mathematics. Mastering the material in this textbook will prepare students to better understand, design, and implement fuzzy neural systems, develop new applications, and further advance the field.

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