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Tau Leaping Stochastic Simulation Method in P Systems
Author(s) -
Paolo Cazzaniga,
Dario Pescini,
Daniela Besozzi,
Giancarlo Mauri
Publication year - 2006
Publication title -
lecture notes in computer science
Language(s) - English
Resource type - Book series
SCImago Journal Rank - 0.249
H-Index - 400
eISSN - 1611-3349
pISSN - 0302-9743
ISBN - 3-540-69088-3
DOI - 10.1007/11963516_19
Subject(s) - computer science , probabilistic logic , stochastic process , dynamical systems theory , stochastic simulation , volume (thermodynamics) , theoretical computer science , algorithm , mathematical optimization , artificial intelligence , mathematics , statistics , physics , quantum mechanics
Stochastic simulations based on the τ leaping method are applicable to well stirred chemical systems reacting within a single fixed volume. In this paper we propose a novel method, based on the τ leaping procedure, for the simulation of complex systems composed by several communicating regions. The new method is here applied to dynamical probabilistic P systems, which are characterized by several features suitable to the purpose of performing stochastic simulations distributed in many regions. Conclusive remarks and ideas for future research are finally presented.

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