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

页码：2280 / 2285

页数：6

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