Sequential Intelligent Dynamic System Modeling and Control
暫譯: 序列智能動態系統建模與控制

Rong, Hai-Jun, Yang, Zhao-Xu

Sequential Intelligent Dynamic System Modeling and Control
  • 出版商: Springer
  • 出版日期: 2025-07-07
  • 售價: $6,370
  • 貴賓價: 9.5 折 $6,052
  • 語言: 英文
  • 頁數: 259
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 9819715431
  • ISBN-13: 9789819715435
  • 相關分類: Machine Learning

    • 海外代購書籍(需單獨結帳)

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商品描述

The book offers novel research results of sequential intelligent dynamic system modeling and control in a unified framework from theory proposals to real applications. It covers an in-depth study of various learning algorithms for the permanent adaptation of intelligent model parameters as well as of structural parts of the model. The comprehensive researches on sequential fuzzy and neural controller design schemes for some complex real applications are included. This is particularly suited for readers who are interested to learn practical solutions for controlling nonlinear systems that are uncertain and varied at any time. In addition, the organization of the book from addressing fundamental concepts, and presenting novel intelligent models to solving real applications is one of the major features of the book, which makes it a valuable resource for both beginners and researchers wanting to further their understanding and study about realtime online intelligent modeling and control ofnonlinear dynamic systems. The book can benefit researchers, engineers, and graduate students in the fields of control engineering, artificial intelligence, computational intelligence, intelligent control, nonlinear system modeling, and control, etc.

商品描述(中文翻譯)

本書提供了關於序列智能動態系統建模與控制的創新研究成果，並在統一框架下從理論提案到實際應用進行探討。內容深入研究了各種學習算法，以實現智能模型參數及模型結構部分的永久適應。書中還包括了對於某些複雜實際應用的序列模糊控制器和神經控制器設計方案的綜合研究。這本書特別適合那些希望學習控制不確定且隨時變化的非線性系統的實用解決方案的讀者。此外，本書的組織結構從基本概念的介紹、創新的智能模型的呈現到實際應用的解決方案，是本書的一大特色，使其成為初學者和希望進一步理解及研究非線性動態系統的即時在線智能建模與控制的研究者的寶貴資源。本書對於控制工程、人工智慧、計算智能、智能控制、非線性系統建模與控制等領域的研究人員、工程師及研究生均有助益。

作者簡介

Hai-Jun Rong received the B.Eng. degree in precision instrument from Xi'an Technological University, Xi'an, China, in 2000, the M.Eng. degree in control theory and control engineering from Xi'an Jiaotong University, Xi'an, China, in 2003, and the Ph.D. degree in intelligent control from Nanyang Technological University, Singapore, in 2008. From December 2006 to October 2008, she was a Research Associate and a Research Fellow in Nanyang Technological University. She was a visiting scholar of Lancaster University in UK from 2016 to 2017 and also a distinguishing visiting scholar of University of Macau in 2018. Currently, she is working as a Professor in the School of Aerospace, Xi'an Jiaotong University. She is an Associate Editor of the Evolving Systems journal (Springer). She has been a member of the Program Committee of some IEEE international conferences. Her research interests include neural networks, fuzzy systems and intelligent control. She has published over 60 publications in leading journals and peerreviewed conference proceedings.

Zhao-Xu Yang received the B.Eng. degree in mechanical engineering and automation, the M.Eng. degree in spaceflight engineering, and the Ph.D. degree in aeronautical and astronautical science and technology from Xi'an Jiaotong University, Xi'an, China, in 2011, 2013, and 2018, respectively. He is currently an Associate Professor with the School of Aerospace Engineering, Xi'an Jiaotong University, from 2018. He visited Lancaster University as a Visiting Researcher from July 2019 to November 2019. His research interests include neural networks, fuzzy systems, fault diagnosis, and intelligent control. He has published over 30 publications in leading journals and peerreviewed conference proceedings.

作者簡介(中文翻譯)

榮海軍於2000年獲得中國西安科技大學精密儀器學士學位，於2003年獲得中國西安交通大學控制理論與控制工程碩士學位，並於2008年獲得新加坡南洋理工大學智能控制博士學位。她於2006年12月至2008年10月擔任南洋理工大學的研究助理及研究員。她於2016年至2017年擔任英國蘭卡斯特大學的訪問學者，並於2018年擔任澳門大學的特別訪問學者。目前，她在西安交通大學航空航天學院擔任教授。她是《Evolving Systems》期刊（Springer）的副編輯，並曾擔任一些IEEE國際會議的程序委員會成員。她的研究興趣包括神經網絡、模糊系統和智能控制。她在領先的期刊和同行評審的會議論文集中發表了超過60篇論文。

楊兆旭於2011年、2013年和2018年分別獲得中國西安交通大學機械工程與自動化學士學位、航天工程碩士學位及航空與航天科學技術博士學位。自2018年起，他在西安交通大學航空航天工程學院擔任副教授。他於2019年7月至2019年11月擔任蘭卡斯特大學的訪問研究員。他的研究興趣包括神經網絡、模糊系統、故障診斷和智能控制。他在領先的期刊和同行評審的會議論文集中發表了超過30篇論文。

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