Simulation of evacuation with multi-agents on georeferenced layers with GAMA
Abstract
This work deals with agent-based modeling withina geographical environment, it reviews concepts on Multi-agentsand Geographic Information Systems (GIS). It is oriented toperform a simulation that considers aspects of human behavior(through agents) during an evacuation, considering real restrictionsof the environment in which they are developed (GIS layers).This simulation is done in the GAMA1 platform, which allowsus to easily implement models based on agents and geographiclayers. It allows us to work with the attributes of the layers andto define constraints based on them.
Downloads
References
A. Carrara and F. Guzzetti,Geographical informationsystems in assessing natural hazards. Springer Science& Business Media, 2013, vol. 5.
H. Yu, Z. Shen, C. Leung, C. Miao, and V. R. Lesser, “Asurvey of multi-agent trust management systems,”IEEEAccess, vol. 1, pp. 35–50, 2013.
E. Macatulad and A. Blanco, “3dgis-based multi-agentgeosimulation and visualization of building evacuationusing gama platform,”The International Archives of Pho-togrammetry, Remote Sensing and Spatial InformationSciences, vol. 40, no. 2, p. 87, 2014.
M. Tahri, M. Hakdaoui, and M. Maanan, “The evaluationof solar farm locations applying geographic informationsystem and multi-criteria decision-making methods: Casestudy in southern morocco,”Renewable and SustainableEnergy Reviews, vol. 51, pp. 1354–1362, 2015.
S. Li and W. A. Mackaness, “A multi-agent-based,semantic-driven system for decision support in epidemicmanagement,”Health informatics journal, vol. 21, no. 3,pp. 195–208, 2015.
J. Izquierdo, I. Montalvo, R. P ́erez-Garc ́ıa, and D. Ayala-Cabrera, “Multi-agent simulation of hydraulic transientequations in pressurized systems,”Journal of Computingin Civil Engineering, vol. 30, no. 4, p. 04015071, 2015.
X. Chen and F. Zhan, “Agent-based modeling and sim-ulation of urban evacuation: relative effectiveness ofsimultaneous and staged evacuation strategies,” inAgent-Based Modeling and Simulation.Springer, 2014, pp.78–96.
T. Filatova, P. H. Verburg, D. C. Parker, and C. A. Stan-nard, “Spatial agent-based models for socio-ecologicalsystems: challenges and prospects,”Environmental mod-elling & software, vol. 45, pp. 1–7, 2013.
M. Pons, P. A. Johnson, M. Rosas, and E. Jover, “Ageoreferenced agent-based model to analyze the climatechange impacts on ski tourism at a regional scale,”Inter-national Journal of Geographical Information Science,vol. 28, no. 12, pp. 2474–2494, 2014.
A. Drogoul, E. Amouroux, P. Caillou, B. Gaudou,A. Grignard, N. Marilleau, P. Taillandier, M. Vavasseur,D.-A. Vo, and J.-D. Zucker, “Gama: multi-level andcomplex environment for agent-based models and sim-ulations,” inProceedings of the 2013 international con-ference on Autonomous agents and multi-agent systems.International Foundation for Autonomous Agents andMultiagent Systems, 2013, pp. 1361–1362.
D.-A. Vo, A. Drogoul, J.-D. Zucker, and T.-V. Ho, “Amodelling language to represent and specify emergingstructures in agent-based model,”Principles and Practiceof Multi-Agent Systems, pp. 212–227, 2012.
R. Debnath and A. N. Amin, “A geographic informationsystem-based logical urban growth model for predictingspatial growth of an urban area,”Environment and Plan-ning B: Planning and Design, vol. 43, no. 3, pp. 580–597,2016.
A. Minelli, C. Tissot, M. Rouan, and M. Le Tixerant, “Simulation of marine activities by coupling geographi-cal information system and agent based model: improve-ments and technical achievements,”PeerJ Preprints,vol. 4, p. e2231v2, 2016.
D. J. Peuquet, “It’s about time: A conceptual frameworkfor the representation of temporal dynamics in geo-graphic information systems,”Annals of the Associationof american Geographers, vol. 84, no. 3, pp. 441–461,1994.
C. M. Macal, “Everything you need to know about agent-based modelling and simulation,”Journal of Simulation,vol. 10, no. 2, pp. 144–156, 2016.
L. Hern ́andez, C. Baladron, J. M. Aguiar, B. Carro,A. Sanchez-Esguevillas, J. Lloret, D. Chinarro, J. J.Gomez-Sanz, and D. Cook, “A multi-agent system ar-chitecture for smart grid management and forecasting ofenergy demand in virtual power plants,”IEEE Commu-nications Magazine, vol. 51, no. 1, pp. 106–113, 2013.
C. Le Page, G. Abrami, N. Becu, P. Bommel, B. Bont ́e,F. Bousquet, B. Gaudou, J. P. M ̈uller, and P. Taillandier,“Multi-platform training sessions to teach agent-basedsimulation,” 2015.
P. Taillandier, D.-A. Vo, E. Amouroux, and A. Drogoul,“Gama: a simulation platform that integrates geograph-ical information data, agent-based modeling and multi-scale control,”Principles and Practice of Multi-AgentSystems, pp. 242–258, 2012.
D. Prunetti, A. Muzy, E. Innocenti, and X. Pieri, “Utility-based multi-agent system with spatial interactions: Thecase of virtual estate development,”Computational Eco-nomics, vol. 43, no. 3, p. 271, 2014.
T. Takabatake, T. Shibayama, M. Esteban, H. Ishii, andG. Hamano, “Simulated tsunami evacuation behavior oflocal residents and visitors in kamakura, japan,”Interna-tional Journal of Disaster Risk Reduction, vol. 23, pp.1–14, 2017.
L. Ma, B. Chen, S. Qiu, Z. Li, and X. Qiu, “Agent-basedmodeling of emergency evacuation in a railway stationsquare under sarin terrorist attack,”International Journalof Modeling, Simulation, and Scientific Computing, p.1750022, 2016.
This article is published by LAJC under a Creative Commons Attribution-Non-Commercial-Share-Alike 4.0 International License. This means that non-exclusive copyright is transferred to the National Polytechnic School. The Author (s) give their consent to the Editorial Committee to publish the article in the issue that best suits the interests of this Journal. Find out more in our Copyright Notice.
Disclaimer
LAJC in no event shall be liable for any direct, indirect, incidental, punitive, or consequential copyright infringement claims related to articles that have been submitted for evaluation, or published in any issue of this journal. Find out more in our Disclaimer Notice.
