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Adaptive critic control with robust stabilization for uncertain nonlinear systems

Author: Ding Wang; Chaoxu Mu
Publisher: Singapore : Springer, [2019]
Series: Studies in systems, decision and control, v. 167.
Edition/Format:   eBook : Document : EnglishView all editions and formats
Summary:
This book reports on the latest advances in adaptive critic control with robust stabilization for uncertain nonlinear systems. Covering the core theory, novel methods, and a number of typical industrial applications related to the robust adaptive critic control field, it develops a comprehensive framework of robust adaptive strategies, including theoretical analysis, algorithm design, simulation verification, and  Read more...
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Genre/Form: Electronic books
Additional Physical Format: Print version:
Wang, Ding.
Adaptive critic control with robust stabilization for uncertain nonlinear systems.
Singapore : Springer, [2019]
(OCoLC)1037810998
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Ding Wang; Chaoxu Mu
ISBN: 9789811312533 9811312532
OCLC Number: 1048428868
Description: 1 online resource
Contents: A Survey of Robust Adaptive Critic Control Design --
Robust Optimal Control of Nonlinear Systems with Matched Uncertainties --
Observer-Based Online Adaptive Regulation for a Class of Uncertain Nonlinear Systems --
Adaptive Tracking Control of Nonlinear Systems Subject to Matched Uncertainties --
Event-Triggered Robust Stabilization Incorporating an Adaptive Critic Mechanism --
An Improved Adaptive Optimal Regulation Framework with Robust Control Synthesis --
Robust Stabilization and Trajectory Tracking of General Uncertain Nonlinear Systems --
Event-Triggered Nonlinear H∞ Control Design via an Improved Critic Learning Strategy --
Intelligent Critic Control with Disturbance Attenuation for a Micro-Grid System --
Sliding Mode Design for Load Frequency Control with Power System Applications.
Series Title: Studies in systems, decision and control, v. 167.
Responsibility: Ding Wang, Chaoxu Mu.

Abstract:

This book reports on the latest advances in adaptive critic control with robust stabilization for uncertain nonlinear systems.  Read more...

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"The book presents results on learning-based robust adaptive critic control theory, including self-learning robust stabilization, data-driven robust optimal control, adaptive trajectory tracking, Read more...

 
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