Stable adaptive control and estimation for nonlinear systems : neural and fuzzy approximator techniques

著者

• Spooner, Jeffrey T
• Maggiore, Manfredi
• Ordones, Raul
• Passiono, Kevin M

書誌事項

Stable adaptive control and estimation for nonlinear systems : neural and fuzzy approximator techniques

Jeffrey T. Spooner ... [et al.]

（Adaptive and learning systems for signal processing, communications, and control）

Wiley, 2002

注記

Includes bibliography (p.521-539) and indexes.

Other authors: Manfredi Maggiore, Raul Ordones, Kevin M. Passiono

内容説明・目次

内容説明

Includes a solution manual for problems. Provides MATLAB code for examples and solutions. Deals with robust systems in both theory and practice.

目次

Introduction. PART I: FOUNDATIONS. Mathematical Foundations. Neural Networks and Fuzzy Systems. Optimization for Training Approximators. Function Approximation. PART II: STATE-FEEDBACK CONTROL. Control of Nonlinear Systems. Direct Adaptive Control. Indirect Adaptive Control. Implementations and Comparative Studies. PART III:OUTPUT-FEEDBACK CONTROL. Output-Feedback Control. Adaptive Output Feedback Control. Applications. PART IV: EXTENSIONS. Discrete-Time Systems. Decentralized Systems. Perspectives on Intelligent Adaptive Systems. For Further Study. Bibliography. Index.

「Nielsen BookData」 より

詳細情報

• NII書誌ID(NCID): BA57612805
• ISBN:
  • 0471415464
• 出版国コード: us
• タイトル言語コード: eng
• 本文言語コード: eng
• 出版地: New York
• ページ数/冊数: xvii, 545 p.
• 大きさ: 25cm
• 分類:
  • DC21 : 629.836
• 件名:
  • LCSH : Nonlinear control theory
  • LCSH : Adaptive control systems
  • LCSH : Fuzzy logic
• 親書誌ID:
  • BA22396962