Computational Systems Biology with Constraints: Stochastic Modeling of Biological Systems withConcurrent Constraint Programming

Bortolussi, Luca

ISBN 10: 3639088751 / ISBN 13: 9783639088755

Published by VDM Verlag, 2008

In. Seller Inventory # ria9783639088755_new

Synopsis:

Recently, stochastic process algebras have been used for modeling biological systems, as they provide a simple, compositional language to define biological models. Classical process algebras, however, require to express everything in terms of communications, a limiting restriction when structured information needs to be processed. In this book, we tackle this problem using a more general language and programming it to deal with the domain of interest. Specifically, we introduce a sto­chastic extension (sCCP) of Concurrent Constraint Programming. It is precisely the use of constraints that gives flexibility and extendibility to the language, together with the presence of context-dependent stochastic rates. To prove this, we show how sCCP can be used to model a wide range of biological systems, from biochemical networks to the process of folding of a protein, providing evidence that the use of constraints simplifies the process of modeling and allows to incorporate external knowledge. Many analysis tools are developed: stochastic simulation, model checking, ODE-based approximations. The book can be of interest to researchers working in the field of computational systems biology.

Bibliographic Details

Title: Computational Systems Biology with ...
Publisher: VDM Verlag
Publication Date: 2008
Binding: Soft cover
Condition: New