Adaptive Dynamic Programming: Single and Multiple Controllers (Studies in Systems, Decision and Control)
暫譯: 自適應動態規劃:單一與多重控制器(系統、決策與控制研究)

Ruizhuo Song, Qinglai Wei, Qing Li

  • 出版商: Springer
  • 出版日期: 2019-01-12
  • 售價: $4,510
  • 貴賓價: 9.5$4,285
  • 語言: 英文
  • 頁數: 271
  • 裝訂: Hardcover
  • ISBN: 9811317119
  • ISBN-13: 9789811317118
  • 海外代購書籍(需單獨結帳)

商品描述

This book presents a class of novel optimal control methods and games schemes based on adaptive dynamic programming techniques. For systems with one control input, the ADP-based optimal control is designed for different objectives, while for systems with multi-players, the optimal control inputs are proposed based on games. In order to verify the effectiveness of the proposed methods, the book analyzes the properties of the adaptive dynamic programming methods, including convergence of the iterative value functions and the stability of the system under the iterative control laws. Further, to substantiate the mathematical analysis, it presents various application examples, which provide reference to real-world practices. 

商品描述(中文翻譯)

本書介紹了一類基於自適應動態規劃技術的新型最優控制方法和博弈方案。對於具有單一控制輸入的系統,基於自適應動態規劃(ADP)的最優控制是針對不同目標設計的;而對於多玩家系統,則基於博弈提出最優控制輸入。為了驗證所提出方法的有效性,本書分析了自適應動態規劃方法的特性,包括迭代價值函數的收斂性以及在迭代控制法則下系統的穩定性。此外,為了證實數學分析的正確性,本書還提供了各種應用範例,這些範例為實際應用提供了參考。