Formal Analysis of Qualitative Long-Term Behaviour in Parametrised Boolean Networks.
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216224%3A14330%2F19%3A00108117" target="_blank" >RIV/00216224:14330/19:00108117 - isvavai.cz</a>
Result on the web
<a href="http://dx.doi.org/10.1007/978-3-030-32409-4_22" target="_blank" >http://dx.doi.org/10.1007/978-3-030-32409-4_22</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1007/978-3-030-32409-4_22" target="_blank" >10.1007/978-3-030-32409-4_22</a>
Alternative languages
Result language
angličtina
Original language name
Formal Analysis of Qualitative Long-Term Behaviour in Parametrised Boolean Networks.
Original language description
Boolean networks offer an elegant way to model the behaviour of complex systems with positive and negative feedback. The long-term behaviour of a Boolean network is characterised by its attractors. Depending on various logical parameters, a Boolean network can exhibit vastly different types of behaviour. Hence, the structure and quality of attractors can undergo a significant change known in systems theory as attractor bifurcation. In this paper, we establish formally the notion of attractor bifurcation for Boolean networks. We propose a semi-symbolic approach to attractor bifurcation analysis based on a parallel algorithm. We use machine-learning techniques to construct a compact, human-readable, representation of the bifurcation analysis results. We demonstrate the method on a set of highly parametrised Boolean networks.
Czech name
—
Czech description
—
Classification
Type
D - Article in proceedings
CEP classification
—
OECD FORD branch
10200 - Computer and information sciences
Result continuities
Project
<a href="/en/project/GA18-00178S" target="_blank" >GA18-00178S: Discrete Bifurcation Analysis of Reactive Systems</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)
Others
Publication year
2019
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
Formal Methods and Software Engineering - 21st International Conference on Formal Engineering Methods, ICFEM 2019, Shenzhen, China, November 5-9, 2019, Proceedings
ISBN
9783030324087
ISSN
0302-9743
e-ISSN
—
Number of pages
17
Pages from-to
353-369
Publisher name
Springer
Place of publication
Heidelberg
Event location
Shenzen
Event date
Jan 1, 2019
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
—