Self-learning optimal control of nonlinear systems : adaptive dynamic programming approach /: adaptive dynamic programming approach. (2018)

• Record Type: Book
• Further Information: Note: Qinglai Wei, Ruizhuo Song, Benkai Li, Xiaofeng Lin.
• Authors: Wei, Qinglai; Song, Ruizhuo; Li, Benkai; Lin, Xiaofeng
• Contents: Chapter 1. Principle of Adaptive Dynamic Programming -- Chapter 2. An Iterative {u03F5}-Optimal Control Scheme for a Class of Discrete-Time Nonlinear Systems With Un{uFB01}xed Initial State -- Chapter 3. Discrete-Time Optimal Control of Nonlinear Systems Via Value Iteration-Based Q-Learning -- Chapter 4. A Novel Policy Iteration Based Deterministic Q-Learning for Discrete-Time Nonlinear Systems -- Chapter 5. Nonlinear Neuro-Optimal Tracking Control Via Stable Iterative Q-Learning Algorithm -- Chapter 6. Model-Free Multiobjective Adaptive Dynamic Programming for Discrete-Time Nonlinear Systems with General Performance Index Functions -- Chapter 7. Multi-Objective Optimal Control for a Class of Unknown Nonlinear Systems Based on Finite-Approximation-Error ADP Algorithm -- Chapter 8. A New Approach for a Class of Continuous-Time Chaotic Systems Optimal Control by Online ADP Algorithm -- Chapter 9. O{uFB00}-Policy IRL Optimal Tracking Control for Continuous-Time Chaotic Systems -- Chapter 10. ADP-Based Optimal Sensor Scheduling for Target Tracking in Energy Harvesting Wireless Sensor Networks.
• Publisher Details: Singapore : Springer Singapore Imprint Springer
• Publication Date: 2018
• Extent: 1 online resource (XVI, 230 pages), 86 illustrations, 73 illustrations in color
• Subjects: 629.8; Engineering; Dynamic programming; Nonlinear systems; Automatic control; Computational intelligence; Dynamics; Engineering; Vibration; Engineering; Control; Computational Intelligence; Vibration, Dynamical Systems, Control; Computers -- Intelligence (AI) & Semantics; Technology & Engineering -- Mechanical; Artificial intelligence; Dynamics & vibration; Vibration; Technology & Engineering -- Automation; Automatic control engineering; Electronic books; Electronic books
• Languages: English
• ISBNs: 9789811040801
• Related ISBNs: 981104080X; 9789811040795
• Notes: Note: Includes bibliographical references and index.
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• 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.