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