Approximation of Boolean Networks

被引：0
|
作者：
Cheng, Daizhan [1 ]
Zhao, Yin [1 ]
Kim, Jongrae [2 ]
Zhao, Yunbo [2 ]
机构：
[1] Chinese Acad Sci, Inst Syst Sci, Key Lab Syst & Control, Beijing 100190, Peoples R China
[2] Univ Glasgow, Div Biomed Engn, Glasgow G12 8QQ, Lanark, Scotland
来源：
PROCEEDINGS OF THE 10TH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION (WCICA 2012) | 2012年
基金：
英国工程与自然科学研究理事会;
关键词：
Boolean network; Aggregation; Approxima-tion; Modularity; SCALAR EQUATIONS;
D O I：
暂无
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
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.
引用
收藏
页码：2280 / 2285
页数：6
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