Literature DB >> 22108838

A new approximate method for the stochastic simulation of chemical systems: the representative reaction approach.

Shantanu Kadam1, Kumar Vanka.   

Abstract

We have developed two new approximate methods for stochastically simulating chemical systems. The methods are based on the idea of representing all the reactions in the chemical system by a single reaction, i.e., by the "representative reaction approach" (RRA). Discussed in the article are the concepts underlying the new methods along with flowchart with all the steps required for their implementation. It is shown that the two RRA methods {with the reaction 2A −> B as the representative reaction (RR)} perform creditably with regard to accuracy and computational efficiency, in comparison to the exact stochastic simulation algorithm (SSA) developed by Gillespie and are able to successfully reproduce at least the first two moments of the probability distribution of each species in the systems studied. As such, the RRA methods represent a promising new approach for stochastically simulating chemical systems.
Copyright © 2011 Wiley Periodicals, Inc.

Year:  2011        PMID: 22108838     DOI: 10.1002/jcc.21971

Source DB:  PubMed          Journal:  J Comput Chem        ISSN: 0192-8651            Impact factor:   3.376


  1 in total

1.  Stochastic model reduction using a modified Hill-type kinetic rate law.

Authors:  Patrick Smadbeck; Yiannis Kaznessis
Journal:  J Chem Phys       Date:  2012-12-21       Impact factor: 3.488

  1 in total

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