Computational Systems Biology with Constraints

Name: Computational Systems Biology with Constraints
Brand: VDM Verlag Dr. Mueller E.K.
SKU: 9783639088755
Price: 341.45 PLN
Availability: InStock

Stochastic Modeling of Biological Systems withConcurrent Constraint Programming

Autor: Luca Bortolussi

Język:

Oprawa: Miękka

Wydawca: VDM Verlag Dr. Mueller E.K.

Dostępność: Dostępna u dostawcy

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341.45 zł

Recently, stochastic process algebras have been usedfor modeling biological systems, as they provide...

Informacje o książce

Autor

Luca Bortolussi

Język

Angielski

Oprawa

Książka - Miękka

Data wydania

2008

strony

248

EAN

9783639088755

ISBN

3639088751

Enbook ID

06818003

Wydawca

VDM Verlag Dr. Mueller E.K.

Waga

336

Wymiary

152 x 229 x 13

Pełny opis

Recently, stochastic process algebras have been usedfor modeling biological systems, as they provide asimple, compositional language to define biologicalmodels. Classical process algebras, however, requireto express everything in terms of communications, alimiting restriction when structured informationneeds to be processed.In this book, we tackle this problem using a moregeneral language and programming it to deal with thedomain of interest. Specifically, we introduce astochastic extension (sCCP) of Concurrent ConstraintProgramming. It is precisely the use of constraintsthat gives flexibility and extendibility to thelanguage, together with the presence ofcontext-dependent stochastic rates. To prove this, weshow how sCCP can be used to model a wide range ofbiological systems, from biochemical networks to theprocess of folding of a protein, providing evidencethat the use of constraints simplifiesthe process of modeling and allows to incorporateexternal knowledge. Many analysis tools aredeveloped: stochastic simulation, model checking,ODE-based approximations. The book can be ofinterest to researchers working in the field ofcomputational systems biology.

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Computational Systems Biology with Constraints

Stochastic Modeling of Biological Systems withConcurrent Constraint Programming

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