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Approximate optimal trajectory tracking for continuous-time nonlinear systems

delete2015-01-01
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OA
AI
R
Rushikesh Kamalapurkar *
H
Huyen T. Dinh
S
Shubhendu Bhasin
W
Warren E. Dixon
DOI:10.1016/j.automatica.2014.10.103delete
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Abstract

Abstract

En 中文
Adaptive dynamic programming has been investigated and used as a method to approximately solve optimal regulation problems. However, the extension of this technique to optimal tracking problems for continuous-time nonlinear systems has remained a non-trivial open problem. The control development in this paper guarantees ultimately bounded tracking of a desired trajectory, while also ensuring that the enacted controller approximates the optimal controller.(C) 2014 Elsevier Ltd. All rights reserved.
Keywords:
Time-varying systems
Optimal control
Adaptive control
Tracking applications
Actor-critic
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Journal

Automatica cover
Automatica
IF:
5.9
Papers:
1.2W
Citations:
5.2W

Organization

U
University of Florida
Scholars:
4.0W
Papers: 3.1W
Citations: 6.6W
U
university of transport & communications (utc)
Scholars:
449
Papers: 343
Citations: 0
State University System of Florida cover
State University System of Florida
Scholars:
12.8W
Papers: 10.9W
Citations: 130
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