Adaptive dynamic programming with applications in optimal control

• 作者： Liu, Derong, author.
• 其他作者：
  • Wei, Qinglai, author.
  • Wang, Ding, author.
  • Yang, Xiong, author.
  • Li, Hongliang, author.
  • SpringerLink (Online service)
• 其他題名：
  • Advances in industrial control.
• 出版： Cham : Springer International Publishing :Imprint: Springer
• 叢書名： Advances in industrial control,
• 主題： Dynamic programming. , Control theory. , Engineering. , Control. , Computational Intelligence. , Applications of Nonlinear Dynamics and Chaos Theory.
• ISBN： 9783319508153 (electronic bk.) 、 9783319508139 (paper)
• FIND@SFXID: CGU
• 資料類型: 電子書
• 內容註: History of Adaptive Dynamic Programming -- Part I: Continuous-Time Systems -- Optimal Control of Continuous-Time Affine Nonlinear Systems -- Optimal Control of Nonaffine Continuous-Time Systems -- Robust and Guaranteed Cost Control of Continuous-Time Nonlinear Systems -- Decentralized Stabilization and Control of Nonlinear Interconnected Systems -- Online Synchronous Optimal Learnign Algorithms for Multiplayer Nonzero-Sum Games with Unknown Dynamics -- Part II: Discrete-Time Systems -- Value Iteration Adaptive Dynamic Programming for Discrete-Time Nonlinear Systems -- Finite Approximation Error-Based Value Iteration for Adaptive Dynamic Programming -- Policy Iteration for Optimal Control of Discrete-Time Nonlinear Systems -- Generalized Policy Iteration Adaptive Dynamic Programming for Discrete-Time Nonlinear Systems -- Error-Bound Analysis of Adaptive Dynamic Programming Algorithms for Solving Undiscounted Optimal Control Problems -- Part III: Applications -- Adaptive Dynamic Programming for Renewable Energy Scheduling and Battery Management in Smart Homes -- Adaptive Dynamic Programming for Optimal Tracking Control of a Coal Gasification Process -- Data-Driven Neuro-Optimal Temperature Control of Water-Gas Shift Reaction.
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