Discrete-Time Recurrent Neural Control: Analysis and Applications (Automation and Control Engineering)
暫譯: 離散時間遞迴神經控制:分析與應用(自動化與控制工程)

Edgar N. Sanchez

  • 出版商: CRC
  • 出版日期: 2018-09-04
  • 售價: $8,100
  • 貴賓價: 9.5$7,695
  • 語言: 英文
  • 頁數: 291
  • 裝訂: Hardcover
  • ISBN: 1138550205
  • ISBN-13: 9781138550209
  • 海外代購書籍(需單獨結帳)

商品描述

The book presents recent advances in the theory of neural control for discrete-time nonlinear systems with multiple inputs and multiple outputs. The simulation results that appear in each chapter include rigorous mathematical analyses, based on the Lyapunov approach, to establish its properties. The book contains two sections: the first focuses on the analyses of control techniques; the second is dedicated to illustrating results of real-time applications. It also provides solutions for the output trajectory tracking problem of unknown nonlinear systems based on sliding modes and inverse optimal control scheme.

商品描述(中文翻譯)

本書介紹了針對具有多輸入和多輸出的離散時間非線性系統的神經控制理論的最新進展。每一章中出現的模擬結果包括基於李雅普諾夫方法的嚴謹數學分析,以確立其性質。本書包含兩個部分:第一部分專注於控制技術的分析;第二部分則致力於展示實時應用的結果。它還提供了基於滑模和逆最優控制方案的未知非線性系統的輸出軌跡跟蹤問題的解決方案。