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Coupling micro and macro dynamics models on networks: Application to disease spread

Banos, Arnaud and Corson, Nathalie and Gaudou, Benoit and Laperrière, Vincent and Rey Coyrehourcq, Sébastien Coupling micro and macro dynamics models on networks: Application to disease spread. (2016) In: 13th International Workshop on Multi-Agent-Based Simulation (MABS 2015), 5 May 2015 - 5 May 2015 (Istanbul, Turkey).

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Official URL: http://dx.doi.org/10.1007/978-3-319-31447-1_2

Abstract

A hybrid model coupling an aggregated equation-based model and an agent-based model is presented in this article. It is applied to the simulation of a disease spread in a city network. We focus here on the evaluation of our hybrid model by comparing it with a simple aggregated model. We progressively introduce heterogeneities in the model and measure their impact on three indicators: the maximum intensity of the epidemic, its duration and the time of the epidemic peak. Finally we present how to integrate mitigation strategies in the model and the benefits we can get from our hybrid approach over single paradigm models.

Item Type:Conference or Workshop Item (Paper)
Additional Information:Thanks to Springer editor. This papers appears in Volume 9568 of Lecture Notes in Computer Science ISSN : 0302-9743 ISBN: 978-3-319-31446-4 The original PDF is available at: http://link.springer.com/chapter/10.1007%2F978-3-319-31447-1_2
Audience (conference):International conference proceedings
Uncontrolled Keywords:
Institution:French research institutions > Centre National de la Recherche Scientifique - CNRS (FRANCE)
Université de Toulouse > Institut National Polytechnique de Toulouse - INPT (FRANCE)
Other partners > Université Nice Sophia Antipolis (FRANCE)
Other partners > Université de Paris Diderot - Paris 7 (FRANCE)
Other partners > Université Paris 1 Panthéon-Sorbonne (FRANCE)
Other partners > Université du Havre - ULH (FRANCE)
Other partners > Université de Rouen - UR (FRANCE)
Université de Toulouse > Université Toulouse III - Paul Sabatier - UPS (FRANCE)
Université de Toulouse > Université Toulouse - Jean Jaurès - UT2J (FRANCE)
Université de Toulouse > Université Toulouse 1 Capitole - UT1 (FRANCE)
Other partners > Université d'Avignon et des Pays de Vaucluse (FRANCE)
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Deposited By: IRIT IRIT
Deposited On:13 Feb 2017 08:49

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