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Identification of Boolean control networks with time delay.

Authors :
Mu, Tiantian
Feng, Jun-e
Wang, Biao
Jia, Yingzhe
Source :
ISA Transactions; Jan2024, Vol. 144, p113-123, 11p
Publication Year :
2024

Abstract

This paper investigates the identification of time-delay Boolean networks (TBNs) and time-delay Boolean control networks (TBCNs) via Cheng product. According to all admissible (input-)output sequences, definition on identifiability of the (TBCN) TBN is given. Two algorithms are designed to select suitable delay parameters of the TBN and TBCN, respectively. Based on these, the original systems are divided into several subsystems. Then by virtue of observability, the criteria for identifiability of the TBN and TBCN are obtained. Moreover, the corresponding constructing processes are presented to establish the internal structures of the TBN and TBCN. Finally, two illustrative examples are given to show the feasibility of the proposed methods. • Based on (input-)output data, definition on identifiability of TBNs(TBCNs) is given. • Two algorithms are designed to select suitable delay parameters of the TBN and TBCN. • By observability, the criteria for identifiability of the TBN and TBCN are obtained. • And the constructing processes are presented to establish the internal structures. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
00190578
Volume :
144
Database :
Supplemental Index
Journal :
ISA Transactions
Publication Type :
Academic Journal
Accession number :
175101477
Full Text :
https://doi.org/10.1016/j.isatra.2023.10.016