Knowledge representation of pedestrian dynamics in crowd: formalism of cellular automata

  • Authors:
  • Ewa Dudek–Dyduch;Jarosław Wąs

  • Affiliations:
  • Institute of Automatics, AGH University of Sciences and Technology, Kraków, Poland;Institute of Automatics, AGH University of Sciences and Technology, Kraków, Poland

  • Venue:
  • ICAISC'06 Proceedings of the 8th international conference on Artificial Intelligence and Soft Computing
  • Year:
  • 2006

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Abstract

The aim of the article is to suggest knowledge representation in modeling pedestrian traffic dynamics using the method of Cellular Automata. The article also proposes a modified formalization of Cellular Automata. The formalization enables the introduction of a new automata class with automata exceeding their classic formula, under which the condition of a cell depends only on local relations. The extended idea of the Cellular Automaton makes considering global relations in decision-making processes possible. The automata class presented here is used in modeling pedestrian dynamics in crowd.