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具有时间延迟的布尔控制网络的识别

Identification of Boolean control networks with time delay.

作者信息

Mu Tiantian, Feng Jun-E, Wang Biao, Jia Yingzhe

机构信息

School of Mathematics, Shandong University, No. 27 Shanda South Road, Jinan, PR China.

School of Management, Shandong University, No. 27 Shanda South Road, Jinan, PR China.

出版信息

ISA Trans. 2024 Jan;144:113-123. doi: 10.1016/j.isatra.2023.10.016. Epub 2023 Oct 16.

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.

摘要

本文研究了通过程积来识别时滞布尔网络(TBNs)和时滞布尔控制网络(TBCNs)。根据所有可允许的(输入 -)输出序列,给出了(TBCN)TBN可识别性的定义。分别设计了两种算法来选择TBN和TBCN的合适延迟参数。基于此,将原系统划分为几个子系统。然后借助可观测性,得到了TBN和TBCN可识别性的准则。此外,还给出了相应的构建过程以建立TBN和TBCN的内部结构。最后,给出了两个示例来说明所提方法的可行性。

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