BRIM, Luboš, Jana FABRIKOVÁ, Sven DRAŽAN and David ŠAFRÁNEK. Reachability in Biochemical Dynamical Systems by Quantitative Discrete Approximation. Electronic Proceedings in Theoretical Computer Science. 2011, Neuveden, No 67, p. 97-112, 15 pp. ISSN 2075-2180. Available from: https://dx.doi.org/10.4204/EPTCS.67.9.
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Basic information
Original name Reachability in Biochemical Dynamical Systems by Quantitative Discrete Approximation
Authors BRIM, Luboš (203 Czech Republic, belonging to the institution), Jana FABRIKOVÁ (203 Czech Republic, belonging to the institution), Sven DRAŽAN (203 Czech Republic, belonging to the institution) and David ŠAFRÁNEK (203 Czech Republic, guarantor, belonging to the institution).
Edition Electronic Proceedings in Theoretical Computer Science, 2011, 2075-2180.
Other information
Original language English
Type of outcome Article in a journal
Field of Study 10201 Computer sciences, information science, bioinformatics
Country of publisher Czech Republic
Confidentiality degree is not subject to a state or trade secret
WWW URL
RIV identification code RIV/00216224:14330/11:00049903
Organization unit Faculty of Informatics
Doi http://dx.doi.org/10.4204/EPTCS.67.9
UT WoS 000219670900010
Keywords in English abstraction; differential equations; reachability; systems biology
Tags International impact, Reviewed
Changed by Changed by: doc. RNDr. David Šafránek, Ph.D., učo 3159. Changed: 11/4/2012 10:22.
Abstract
In this paper a novel computational technique for finite discrete approximation of continuous dynamical systems suitable for a significant class of biochemical dynamical systems is introduced. The method is parameterized in order to affect the imposed level of approximation provided that with increasing parameter value the approximation converges to the original continuous system. By employing this approximation technique, we present algorithms solving the reachability problem for biochemical dynamical systems. The presented method and algorithms are evaluated on several exemplary biological models and on a real case study.
Links
GA201/09/1389, research and development projectName: Verifikace a analýza velmi velkých počítačových systémů
Investor: Czech Science Foundation, Verification and Analysis of Large-Scale Computer Systems
MSM0021622419, plan (intention)Name: Vysoce paralelní a distribuované výpočetní systémy
Investor: Ministry of Education, Youth and Sports of the CR, Highly Parallel and Distributed Computing Systems
MUNI/A/0914/2009, interní kód MUName: Rozsáhlé výpočetní systémy: modely, aplikace a verifikace (Acronym: SV-FI MAV)
Investor: Masaryk University, Category A
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