Modeling Biological Systems in Stochastic Concurrent Constraint Programming

We present an application of stochastic Concurrent Constraint Programming (sCCP) for modeling biological systems. We provide a library of sCCP processes that can be used to describe straightforwardly biological networks. In the meanwhile, we show that sCCP proves to be a general and extensible frame...

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Vydáno v:Constraints : an international journal Ročník 13; číslo 1-2; s. 66 - 90
Hlavní autoři: Bortolussi, Luca, Policriti, Alberto
Médium: Journal Article
Jazyk:angličtina
Vydáno: Boston Springer US 01.06.2008
Témata:
Artificial Intelligence
Computer Science
Operations Research/Decision Theory
Optimization
Stochastic concurrent constraint programming
Biological systems
Stochastic modeling
ISSN:1383-7133, 1572-9354
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Shrnutí:We present an application of stochastic Concurrent Constraint Programming (sCCP) for modeling biological systems. We provide a library of sCCP processes that can be used to describe straightforwardly biological networks. In the meanwhile, we show that sCCP proves to be a general and extensible framework, allowing to describe a wide class of dynamical behaviours and kinetic laws.
ISSN:1383-7133
1572-9354
DOI:10.1007/s10601-007-9034-8