A Linear Formulation of Asynchronous Boolean Networks
A new linear approach is proposed to model the dynamics of asynchronous Boolean networks (ABNs). The continuous-time discrete-state model definition makes the ABN a suitable formulation to describe gene regulatory networks. The semi-tensor product of matrices is used as the algebraic tool for the li...
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Published in | IEEE control systems letters Vol. 3; no. 2; pp. 284 - 289 |
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Main Authors | , , |
Format | Journal Article |
Language | English |
Published |
IEEE
01.04.2019
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Subjects | |
Online Access | Get full text |
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Summary: | A new linear approach is proposed to model the dynamics of asynchronous Boolean networks (ABNs). The continuous-time discrete-state model definition makes the ABN a suitable formulation to describe gene regulatory networks. The semi-tensor product of matrices is used as the algebraic tool for the linear formulation. The results on the dynamics of the ABN are elaborated with synthetic and biological examples. |
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ISSN: | 2475-1456 2475-1456 |
DOI: | 10.1109/LCSYS.2018.2869045 |