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Large Scale Daily Contacts and Mobility Model - an Individual-Based Countrywide Simulation Study for Poland

Author

Listed:
  • Franciszek Rakowski
  • Magdalena Gruziel
  • Michal Krych
  • Jan P Radomski

Abstract

In this study we describe a simulation platform used to create a virtual society of Poland, with a particular emphasis on contact patterns arising from daily commuting to schools or workplaces. In order to reproduce the map of contacts, we are using a geo-referenced Agent Based Model. Within this framework, we propose a set of different stochastic algorithms, utilizing available aggregated census data. Based on this model system, we present selected statistical analysis, such as the accessibility of schools or the location of rescue service units. This platform will serve as a base for further large scale epidemiological and transportation simulation studies. However, the first approach to a simple, country-wide transportation model is also presented here. The application scope of the platform extends beyond the simulations of epidemic or transportation, and pertains to any situation where there are no easily available means, other than computer simulations, to conduct large scale investigations of complex population dynamics.

Suggested Citation

  • Franciszek Rakowski & Magdalena Gruziel & Michal Krych & Jan P Radomski, 2010. "Large Scale Daily Contacts and Mobility Model - an Individual-Based Countrywide Simulation Study for Poland," Journal of Artificial Societies and Social Simulation, Journal of Artificial Societies and Social Simulation, vol. 13(1), pages 1-13.
    • Handle: RePEc:jas:jasssj:2008-67-3
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    References listed on IDEAS

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    1. Hammami, Ramzi & Frein, Yannick & Hadj-Alouane, Atidel B., 2008. "Supply chain design in the delocalization context: Relevant features and new modeling tendencies," International Journal of Production Economics, Elsevier, vol. 113(2), pages 641-656, June.
    2. Pabjan, Barbara, 2004. "The use of models in sociology," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 336(1), pages 146-152.
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    1. Rakowski, Franciszek & Gruziel, Magdalena & Bieniasz-Krzywiec, Łukasz & Radomski, Jan P., 2010. "Influenza epidemic spread simulation for Poland — a large scale, individual based model study," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 389(16), pages 3149-3165.

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