Adaptive dynamic programming with applications in optimal control. (2017)

• Record Type: Book
• Further Information: Note: Derong Liu, Qinglai Wei, Ding Wang, Xiong Yang, Hongliang Li.
• Authors: Liu, Derong, 1963-; Wei, Qinglai; Wang, Ding; Yang, Xiong; Li, Hongliang
• Contents: 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.
• Publisher Details: Cham, Switzerland : Springer
• Publication Date: 2017
• Extent: 1 online resource
• Subjects: 519.7/03; Engineering; Dynamic programming; Control theory; MATHEMATICS -- Applied; MATHEMATICS -- Probability & Statistics -- General; Control theory; Dynamic programming; Engineering; Control; Computational Intelligence; Applications of Nonlinear Dynamics and Chaos Theory; Computers -- Intelligence (AI) & Semantics; Science -- Chaotic Behavior in Systems; Artificial intelligence; Nonlinear science; Technology & Engineering -- Automation; Automatic control engineering; Electronic books
• Languages: English
• ISBNs: 9783319508153; 3319508156
• Related ISBNs: 9783319508139; 331950813X
• Notes: Note: Includes bibliographical references and index.; Note: Online resource; title from PDF title page (SpringerLink, viewed January 19, 2017).
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• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.