Modeling and Control of Uncertain Nonlinear Systems with Fuzzy Equations and Z-Number
暫譯: 不確定非線性系統的建模與控制:模糊方程與Z數的應用

Wen Yu, Raheleh Jafari

  • 出版商: IEEE
  • 出版日期: 2019-07-02
  • 定價: $2,980
  • 售價: 8.0$2,384
  • 語言: 英文
  • 頁數: 208
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 111949155X
  • ISBN-13: 9781119491552
  • 立即出貨 (庫存 < 3)

相關主題

商品描述

An original, systematic-solution approach to uncertain nonlinear systems control and modeling using fuzzy equations and fuzzy differential equations

There are various numerical and analytical approaches to the modeling and control of uncertain nonlinear systems. Fuzzy logic theory is an increasingly popular method used to solve inconvenience problems in nonlinear modeling. Modeling and Control of Uncertain Nonlinear Systems with Fuzzy Equations and Z-Number presents a structured approach to the control and modeling of uncertain nonlinear systems in industry using fuzzy equations and fuzzy differential equations.

The first major work to explore methods based on neural networks and Bernstein neural networks, this innovative volume provides a framework for control and modeling of uncertain nonlinear systems with applications to industry. Readers learn how to use fuzzy techniques to solve scientific and engineering problems and understand intelligent control design and applications. The text assembles the results of four years of research on control of uncertain nonlinear systems with dual fuzzy equations, fuzzy modeling for uncertain nonlinear systems with fuzzy equations, the numerical solution of fuzzy equations with Z-numbers, and the numerical solution of fuzzy differential equations with Z-numbers. Using clear and accessible language to explain concepts and principles applicable to real-world scenarios, this book:

  • Presents the modeling and control of uncertain nonlinear systems with fuzzy equations and fuzzy differential equations
  • Includes an overview of uncertain nonlinear systems for non-specialists
  • Teaches readers to use simulation, modeling and verification skills valuable for scientific research and engineering systems development
  • Reinforces comprehension with illustrations, tables, examples, and simulations

Modeling and Control of Uncertain Nonlinear Systems with Fuzzy Equations and Z-Number is suitable as a textbook for advanced students, academic and industrial researchers, and practitioners in fields of systems engineering, learning control systems, neural networks, computational intelligence, and fuzzy logic control.

商品描述(中文翻譯)

使用模糊方程和模糊微分方程對不確定非線性系統控制和建模的原創系統解決方案方法

對於不確定非線性系統的建模和控制,有各種數值和分析方法。模糊邏輯理論是一種越來越受歡迎的方法,用於解決非線性建模中的不便問題。《使用模糊方程和 Z-數字的不確定非線性系統的建模與控制》提出了一種結構化的方法,利用模糊方程和模糊微分方程來控制和建模工業中的不確定非線性系統。

這是第一部探索基於神經網絡和伯恩斯坦神經網絡方法的主要著作,這本創新著作為不確定非線性系統的控制和建模提供了一個框架,並應用於工業。讀者將學習如何使用模糊技術來解決科學和工程問題,並理解智能控制設計及其應用。該文本匯集了四年來對不確定非線性系統控制的研究成果,包括雙模糊方程的控制、不確定非線性系統的模糊建模、帶有 Z-數字的模糊方程的數值解,以及帶有 Z-數字的模糊微分方程的數值解。這本書使用清晰易懂的語言解釋適用於現實世界場景的概念和原則:


  • 介紹使用模糊方程和模糊微分方程的不確定非線性系統的建模和控制

  • 為非專家提供不確定非線性系統的概述

  • 教導讀者使用模擬、建模和驗證技能,這些技能對於科學研究和工程系統開發非常有價值

  • 通過插圖、表格、範例和模擬加強理解

《使用模糊方程和 Z-數字的不確定非線性系統的建模與控制》適合作為高級學生、學術和工業研究人員以及系統工程、學習控制系統、神經網絡、計算智能和模糊邏輯控制領域的從業者的教科書。

作者簡介

Wen Yu, PhD, is Professor at CINVESTAV-IPN (National Polytechnic Institute), Mexico City, Mexico. He is Associate Editor of IEEE Transactions on Cybernetics, Neurocomputing, and Journal of Intelligent and Fuzzy Systems. Dr. Yu is a member of the Mexican Academy of Sciences.

Raheleh Jafari is a postdoctoral research fellow at Centre for Artificial Intelligence Research (CAIR), University of Agder, Grimstad, Norway. She is on the editorial board of the Journal of Intelligent and Fuzzy Systems, and served as a reviewer in various journals and conferences. Her research interest is in the field of artificial intelligence, fuzzy control, machine learning, nonlinear systems, neural networks, and fuzzy engineering.

作者簡介(中文翻譯)

余文, 博士 是墨西哥城國立理工學院 (CINVESTAV-IPN) 的教授。他是IEEE Transactions on CyberneticsNeurocomputingJournal of Intelligent and Fuzzy Systems 的副編輯。余博士是墨西哥科學院的成員。

拉赫拉赫·賈法里 是挪威格里姆斯塔德阿格德大學人工智慧研究中心 (CAIR) 的博士後研究員。她是Journal of Intelligent and Fuzzy Systems 的編輯委員會成員,並在多個期刊和會議中擔任審稿人。她的研究興趣包括人工智慧、模糊控制、機器學習、非線性系統、神經網絡和模糊工程。