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Author:

Wang, Ding (Wang, Ding.) (Scholars:王鼎) | Gao, Ning (Gao, Ning.) | Ha, Mingming (Ha, Mingming.) | Zhao, Mingming (Zhao, Mingming.) | Wu, Junlong (Wu, Junlong.) | Qiao, Junfei (Qiao, Junfei.)

Indexed by:

EI Scopus SCIE

Abstract:

In recent years, the application of function approximators, such as neural networks and polynomials, has ushered in a new stage of development in solving optimal control problems. However, considering the existence of approximation errors, the stability of the controlled system cannot be guaranteed. Therefore, in view of the prevalence of approximation errors, we investigate optimal tracking control problems for discrete-time systems. First, a novel value function is introduced into the intelligent critic framework. Second, an implicit method is utilized to demonstrate the boundedness of the iterative value functions with approximation errors. An explicit method is applied to prove the stability of the system with approximation errors. Furthermore, an evolving policy is designed to iteratively tackle the optimal tracking control problem and demonstrate the stability of the system. Finally, the effectiveness of the developed method is verified through numerical as well as practical examples.

Keyword:

intelligent control Adaptive dynamic programming (ADP) optimal tracking control approximation errors valueiteration (VI)

Author Community:

  • [ 1 ] [Wang, Ding]Beijing Univ Technol, Fac Informat Technol, Beijing Key Lab Computat Intelligence & Intelligen, Beijing Lab Smart Environm Protect, Beijing 100124, Peoples R China
  • [ 2 ] [Gao, Ning]Beijing Univ Technol, Fac Informat Technol, Beijing Key Lab Computat Intelligence & Intelligen, Beijing Lab Smart Environm Protect, Beijing 100124, Peoples R China
  • [ 3 ] [Zhao, Mingming]Beijing Univ Technol, Fac Informat Technol, Beijing Key Lab Computat Intelligence & Intelligen, Beijing Lab Smart Environm Protect, Beijing 100124, Peoples R China
  • [ 4 ] [Qiao, Junfei]Beijing Univ Technol, Fac Informat Technol, Beijing Key Lab Computat Intelligence & Intelligen, Beijing Lab Smart Environm Protect, Beijing 100124, Peoples R China
  • [ 5 ] [Wang, Ding]Beijing Univ Technol, Beijing Inst Artificial Intelligence, Beijing 100124, Peoples R China
  • [ 6 ] [Gao, Ning]Beijing Univ Technol, Beijing Inst Artificial Intelligence, Beijing 100124, Peoples R China
  • [ 7 ] [Zhao, Mingming]Beijing Univ Technol, Beijing Inst Artificial Intelligence, Beijing 100124, Peoples R China
  • [ 8 ] [Qiao, Junfei]Beijing Univ Technol, Beijing Inst Artificial Intelligence, Beijing 100124, Peoples R China
  • [ 9 ] [Ha, Mingming]Univ Sci & Technol Beijing, Sch Intelligence Sci & Technol, Beijing 100083, Peoples R China
  • [ 10 ] [Wu, Junlong]South China Univ Technol, Sch Automat Sci & Engn, Guangzhou 510641, Peoples R China

Reprint Author's Address:

  • [Wang, Ding]Beijing Univ Technol, Fac Informat Technol, Beijing Key Lab Computat Intelligence & Intelligen, Beijing Lab Smart Environm Protect, Beijing 100124, Peoples R China;;[Wang, Ding]Beijing Univ Technol, Beijing Inst Artificial Intelligence, Beijing 100124, Peoples R China;;

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Source :

IEEE TRANSACTIONS ON CYBERNETICS

ISSN: 2168-2267

Year: 2023

Issue: 8

Volume: 54

Page: 4690-4701

1 1 . 8 0 0

JCR@2022

ESI Discipline: COMPUTER SCIENCE;

ESI HC Threshold:19

Cited Count:

WoS CC Cited Count: 5

SCOPUS Cited Count: 6

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 3

Affiliated Colleges:

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