Situated Cellular Agents: a Model to Simulate Crowding Dynamics

 
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Type: Article
Member Organisation: 164 University of Milan-Bicocca

Bandini, Stefania and Manzoni, Sara and Vizzari, Giuseppe (2004) Situated Cellular Agents: a Model to Simulate Crowding Dynamics. IEICE - Transactions on Information, E87-D (3). pp. 669-676.

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Abstract

This paper presents a Multi Agent Systems (MAS) approach to crowd modelling, based on the Situated Cellular Agents (SCA) model. This is a special class of Multilayered Multi Agent Situated System (MMASS), providing an explicit representation of spatial structures and different means of agent interaction. Heterogenous agents may be obtained through the definition of different agent types, specifying different behaviors and perceptive capabilities. The model is rooted on some basic principles of Cellular Automata (e.g. the definition of adjacency geometries), but also takes into account the autonomy of modelled entities, with their own internal architecture. A formal definition of the SCA model will be given, with a description of how it can be applied to forward and backward approaches to simulation. Particular attention will be paid to the crowd and pedestrian modelling, and two applications to simulation to crowding will be described.

Deposited by Dr Giuseppe Vizzari on 08 July 2005

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