✦ LIBER ✦

Identification of Boolean control networks

✍ Scribed by Daizhan Cheng; Yin Zhao

Publisher: Elsevier Science
Year: 2011
Tongue: English
Weight: 355 KB
Volume: 47
Category: Article
ISSN: 0005-1098
DOI: 10.1016/j.automatica.2011.01.083

No coin nor oath required. For personal study only.

✦ Synopsis

In this paper the identification of Boolean control networks is addressed. First, necessary and sufficient conditions are obtained for the identification of state equation from input-state data. Then a necessary and sufficient condition for a controllable Boolean network to be observable is presented. Based on these two results, a necessary and sufficient condition for the identification from input-output data is achieved. To practically identify the model, a numerical algorithm is proposed. Two particular cases: (i) identification of systems with a known network graph; (ii) identification of a higher order Boolean network, are also investigated. Finally, the approximate identification for large size networks is explored.

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