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Synchronization of Boolean Networks with Different Update Schemes

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Indexed by:期刊论文

Date of Publication:2014-09-01

Journal:IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS

Included Journals:SCIE、EI、Scopus

Volume:11

Issue:5

Page Number:965-972

ISSN No.:1545-5963

Key Words:Inner synchronization; semi-tensor product; anti-synchronization; asynchronous Boolean network

Abstract:In this paper, the synchronizations of Boolean networks with different update schemes (synchronized Boolean networks and asynchronous Boolean networks) are investigated. All nodes in Boolean network are represented in terms of semi-tensor product. First, we give the concept of inner synchronization and observe that all nodes in a Boolean network are synchronized with each other. Second, we investigate the outer synchronization between a driving Boolean network and a corresponding response Boolean network. We provide not only the concept of traditional complete synchronization, but also the anti-synchronization and get the anti-synchronization in simulation. Third, we extend the outer synchronization to asynchronous Boolean network and get the complete synchronization between an asynchronous Boolean network and a response Boolean network. Consequently, theorems for synchronization of Boolean networks and asynchronous Boolean networks are derived. Examples are provided to show the correctness of our theorems.

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