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Epistemological Levelism and Dynamical Complex Systems: The Case of Crowd Behaviour
Complex Systems and Artificial Intelligence (CSAI) Research Center, University of Milano-Bicocca, Viale Sarca 336/14, 20126 Milano, Italy
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Received: 19 November 2012; in revised form: 13 December 2012 / Accepted: 7 January 2013 / Published: 15 January 2013
Abstract: The main aim of this paper is to show how the design and creation of computational models to study and simulate of the behaviour of dynamical complex systems, and in particular crowds of pedestrian, actually implicitly employs elements of a framework introduced by Luciano Floridi in his paper “The Method of Levels of Abstraction”. The example of the computer based simulation of the complex phenomenon of crowd dynamics and the related knowledge requiring different abstract levels and representation will be introduced in order to show how concepts like observables and system behaviour are commonly employed to compare and evaluate simulation models.
Keywords: complex systems; simulation; crowd
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MDPI and ACS Style
Bandini, S.; Vizzari, G. Epistemological Levelism and Dynamical Complex Systems: The Case of Crowd Behaviour. Information 2013, 4, 75-93.
Bandini S, Vizzari G. Epistemological Levelism and Dynamical Complex Systems: The Case of Crowd Behaviour. Information. 2013; 4(1):75-93.
Bandini, Stefania; Vizzari, Giuseppe. 2013. "Epistemological Levelism and Dynamical Complex Systems: The Case of Crowd Behaviour." Information 4, no. 1: 75-93.