Social Specialization of Space: Clustering Households on the French Riviera

Denis Pallez 1 Mathieu Serrurier 2 Célia Da Costa Pereira 1 Giovanni Fusco 3 Cristina Cao 4
1 Laboratoire I3S - SPARKS - Scalable and Pervasive softwARe and Knowledge Systems
2 IRIT - Institut de recherche en informatique de Toulouse
3 Department of Biology
4 Department of Biomedical, Industrial and Human Factors Engineering
Abstract : The aim of this paper is to estimate the extent of social specialization of residential space within the French Riviera metropolitan area. Unlike classical approaches, where social groups are pre-defined through given characteristics of households, our approach determines clusters of households inductively. Socio-demographic characteristics of households are thus measured through 16 different indicators. Clustering is then carried out through the optimization of two distinct criteria. Simulated annealing, simple and multi-objective Genetic Algorithm were adapted for this purpose and has produced pertinent results.
Keywords : NSGA-II Simulated Annealing Metropolitan Areas
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Conference papers
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Denis Pallez, Mathieu Serrurier, Célia Da Costa Pereira, Giovanni Fusco, Cristina Cao. Social Specialization of Space: Clustering Households on the French Riviera. Genetic and Evolutionary Computation Conference, Jul 2015, Madrid, Spain. ⟨10.1145/2739482.2764665⟩. ⟨hal-01344327⟩

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