A comparison of computational efficiencies of stochastic algorithms in terms of two infection models

A comparison of computational efficiencies of stochastic algorithms in terms of two infection models

In this paper, we investigate three particular algorithms: a stochastic simulation algorithm (SSA), and explicit and implicit tau-leaping algorithms. To compare these methods, we used them to analyze two infection models: a Vancomycin-resistant enterococcus (VRE) infection model at the population l...

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Bibliographic Details
Main Authors: H. Thomas Banks, Shuhua Hu, Michele Joyner, Anna Broido, Brandi Canter, Kaitlyn Gayvert, Kathryn Link
Format: Article
Language:English
Published: AIMS Press 2012-06-01
Series:Mathematical Biosciences and Engineering
Subjects:
continuous time markov chain models
gillespie
tau-leaping
dynamical models
stochastic simulation algorithms
bacterial and viral infection models.
Online Access:https://www.aimspress.com/article/doi/10.3934/mbe.2012.9.487
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