Nonlinear H2/H∞ constrained feedback control : a practical design approach using neural networks

著者
    • Abu-Khalaf, Murad
    • Huang, Jie
    • Lewis, Frank L.
書誌事項

Nonlinear H2/H∞ constrained feedback control : a practical design approach using neural networks

Murad Abu-Khalaf, Jie Huang and Frank L. Lewis

(Advances in industrial control)

Springer, c2006

タイトル別名

Nonlinear H2/H[infinity] constrained feedback control : a practical design approach using neural networks

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内容説明・目次

内容説明

This book provides techniques to produce robust, stable and useable solutions to problems of H-infinity and H2 control in high-performance, non-linear systems for the first time. The book is of importance to control designers working in a variety of industrial systems. Case studies are given and the design of nonlinear control systems of the same caliber as those obtained in recent years using linear optimal and bounded-norm designs is explained.

目次

Preliminaries and Introduction.- Policy Iterations and Nonlinear H 2 Constrained State Feedback Control.- Nearly H 2 Optimal Neural Network Control for Constrained-Input Systems.- Policy Iterations and Nonlinear H ? Constrained State Feedback Control.- Nearly H ? Optimal Neural Network Control for Constrained-Input Systems.- Taylor Series Approach to Solving HJI Equation.- An Algorithm to Solve Discrete HJI Equations Arising from Discrete Nonlinear H ? Control Problems.- H ? Static Output Feedback.

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詳細情報
  • NII書誌ID(NCID)
    BA7809072X
  • ISBN
    • 9781846283499
  • LCCN
    2006925302
  • 出版国コード
    uk
  • タイトル言語コード
    eng
  • 本文言語コード
    eng
  • 出版地
    [London?]
  • ページ数/冊数
    xx, 203 p.
  • 大きさ
    24 cm
  • 分類
  • 件名
  • 親書誌ID
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