SWARM INTELLIGENCE ENGINEERING FOR SPATIAL ORGANIZATION MODELLING

Rawan Ghnemat (1) , Cyrille Bertelle (1) , Gérard H.E. Duchamp (2)

1 LITIS - Laboratoire d'Informatique, de Traitement de l'Information et des Systèmes
2 LIPN - Laboratoire d'Informatique de Paris-Nord

In this paper, we propose a swarm intelligence algorithm to deal with dynamical and spatial organization emergence. The goal is to model and simulate the developement of spatial centers using multi-criteria. We combine a decentralized approach based on emergent clustering mixed with spatial constraints or attractions. We propose an extension of the ant nest building algorithm with multi-center and adaptive process. Typically, this model is suitable to analyse and simulate urban dynamics like gentrification or the dynamics of the cultural equipment in urban area

Mots clés: swarm intelligence; complex systems; self-organization; ant systems; spatial organization

Domaines: Adaptation et Systèmes auto-organisés [nlin.AO]; Intelligence artificielle [cs.AI]

Rawan Ghnemat, Cyrille Bertelle, Gérard H.E. Duchamp. SWARM INTELLIGENCE ENGINEERING FOR SPATIAL ORGANIZATION MODELLING. ACEA08, Jul 2008, Salt, Jordan. pp.118-125. ⟨hal-00431232⟩