Modeling and simulating for congestion evacuation based on multi-agent approach
2014 (English)In: 2014 33rd Chinese Control Conference (CCC), IEEE Computer Society, 2014, 6421-6426 p.Conference paper (Refereed)
A new multi-agent based congestion evacuation model is proposed in this paper to simulate the pedestrian evacuation process in stadium with or without obstacles, in which each agent's state can be normal, being overtaked and dead. In this model, all the pedestrians are divided into four kinds and each kind has six different classes of competitive ability. The individual action direction is affected by their competitive ability, the distance to the exits and the occupant number and density within the view field of the agent. In the simulation, we present the congestion and death phenomenon as well as the effects of obstacles in evacuation process. We also add a virtual leader to regulate the evacuation effectively. Simulation results show that the proposed model can reproduce exactly the real evacuation process in stadium.
Place, publisher, year, edition, pages
IEEE Computer Society, 2014. 6421-6426 p.
, Chinese Control Conference, CCC, ISSN 1934-1768
Cellular Automaton, Congestion Evacuation, Multi-agent
IdentifiersURN: urn:nbn:se:kth:diva-157984DOI: 10.1109/ChiCC.2014.6896047ScopusID: 2-s2.0-84907933304ISBN: 978-988156384-2OAI: oai:DiVA.org:kth-157984DiVA: diva2:774182
33rd Chinese Control Conference, CCC 2014, 28 July 2014 through 30 July 2014, Nanjing, China
QC 201412222014-12-222014-12-182014-12-22Bibliographically approved