Cheng, D., Zhao, Y., Kim, J. and Zhao, Y. (2012) Approximation of Boolean Networks. In: 10th World Congress on Intelligent Control and Automation, Beijing, China, 6-8 Jul 2012, pp. 2280-2285. ISBN 9781467313988 (doi: 10.1109/WCICA.2012.6358254)
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Abstract
The problem of approximation to large-scale Boolean networks is considered. First, we assume a large-scale Boolean network is aggregated into several sub-networks. Using the outputs(or inputs) of each sub-network as new state variables, a new simplified time-varying network is obtained. Then a time-invariant Boolean network is used to approximate each subsystem. Observed data are used to find the best approximating dynamic models. Finally, the aggregation method is investigated.
| Item Type: | Conference Proceedings |
|---|---|
| Status: | Published |
| Refereed: | Yes |
| Glasgow Author(s) Enlighten ID: | Kim, Dr Jongrae and Zhao, Dr Yun-Bo |
| Authors: | Cheng, D., Zhao, Y., Kim, J., and Zhao, Y. |
| College/School: | College of Science and Engineering > School of Engineering > Biomedical Engineering |
| ISBN: | 9781467313988 |
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