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Author:

Wang, Ding (Wang, Ding.) (Scholars:王鼎) | Ha, Mingming (Ha, Mingming.)

Indexed by:

CPCI-S EI Scopus

Abstract:

In this paper, an effective mixed driven framework is constructed involving both data and event considerations. The primary purpose lies in that the mixed driven iterative adaptive critic method is established to address approximate optimal control towards discrete-time nonlinear dynamics. The neural dynamic programming technique is inventively integrated with the mixed driven architecture, such that the knowledge of the controlled plant is needless and the number for updating control inputs is prominently reduced. A triggering threshold is also designed with theoretical guarantee, which renders that the control signals can be updated conditionally. Through carrying out simulation studies with comparisons, the superiority of the present near-optimal regulation approach is confirmed at last. Copyright (C) 2020 The Authors.

Keyword:

Discrete-time nonlinear dynamics iterative adaptive critic algorithm neural optimal control mixed driven design triggering condition

Author Community:

  • [ 1 ] [Wang, Ding]Beijing Univ Technol, Fac Informat Technol, Beijing 100124, Peoples R China
  • [ 2 ] [Wang, Ding]Beijing Univ Technol, Beijing Key Lab Computat Intelligence & Intellige, Beijing 100124, Peoples R China
  • [ 3 ] [Ha, Mingming]Univ Sci & Technol Beijing, Sch Automat & Elect Engn, Beijing 100083, Peoples R China

Reprint Author's Address:

  • 王鼎

    [Wang, Ding]Beijing Univ Technol, Fac Informat Technol, Beijing 100124, Peoples R China;;[Wang, Ding]Beijing Univ Technol, Beijing Key Lab Computat Intelligence & Intellige, Beijing 100124, Peoples R China

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Source :

IFAC PAPERSONLINE

ISSN: 2405-8963

Year: 2020

Issue: 2

Volume: 53

Page: 3803-3808

Language: English

Cited Count:

WoS CC Cited Count: 1

SCOPUS Cited Count: 1

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 3

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