DocumentCode :
2718217
Title :
Agent-based modeling using swarm intelligence in geographical information systems
Author :
Ghnemat, Rawan ; Bertelle, Cyrille ; Duchamp, Gérard H E
Author_Institution :
LITIS, Univ. of Le Havre, Le Havre
fYear :
2008
fDate :
16-18 Dec. 2008
Firstpage :
69
Lastpage :
73
Abstract :
In this paper swarm intelligence algorithms are presented to deal with dynamical and spatial organization emergence. The goal is to model and simulate the development of spatial center and their dynamic interactions with the environment and the individuals; the swarm algorithms used are inspired from natural termite nest building and ant culturing algorithm. Combination of decentralized approaches based on emergent clustering mixed with spatial multi criteria constraints or attractions developed , extension of termite nest building algorithms has been proposed to have multi center adaptive process. The modeling has been made using agent based modeling techniques and the simulation developed using REPAST (recursive porous agent simulation toolkit) and OpenMap as geographical information system (GIS) software, some simulations result are provided.
Keywords :
artificial intelligence; geographic information systems; particle swarm optimisation; GIS; OpenMap; REPAST; agent-based modeling; ant culturing algorithm; geographical information systems; natural termite nest building; recursive porous agent simulation toolkit; spatial multicriteria attractions; spatial multicriteria constraints; swarm intelligence; Analytical models; Clustering algorithms; Ecosystems; Equations; Geographic Information Systems; Information systems; Particle swarm optimization; Software systems; Software tools; Urban planning;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Innovations in Information Technology, 2008. IIT 2008. International Conference on
Conference_Location :
Al Ain
Print_ISBN :
978-1-4244-3396-4
Electronic_ISBN :
978-1-4244-3397-1
Type :
conf
DOI :
10.1109/INNOVATIONS.2008.4781737
Filename :
4781737
Link To Document :
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