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
Document type :
Conference papers
Complete list of metadatas

Cited literature [4 references]  Display  Hide  Download
https://hal.univ-cotedazur.fr/hal-01344327
Contributor : Denis Pallez <>
Submitted on : Tuesday, July 19, 2016 - 2:06:04 PM
Last modification on : Thursday, June 27, 2019 - 4:27:50 PM
Long-term archiving on : Thursday, October 20, 2016 - 11:14:03 AM

File

gecco2015_SHORT.pdf
Files produced by the author(s)

Identifiers

Collections

UNICE | SMS | UNIV-TLSE2 | I3S | UNIV-COTEDAZUR | UNIV-TLSE3

Citation

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⟩

Export

BibTeX TEI DC DCterms EndNote

Share

Metrics

Record views

266

Files downloads

276

Support

Université Nice Sophia Antipolis (UNS) Observatoire de la Côte d’Azur (OCA) Centre national de la recherche scientifique (CNRS) Institut national de la recherche en informatique et en automatique (Inria) SKEMA Business School EDHEC Business School  Centre Hospitalier Universitaire de Nice (CHU Nice) Centre National de Création Musicale (CIRM)  Ecole Nationale Supérieure d’Art Villa Arson Ecole Supérieure de Réalisation Audiovisuelle (ESRA) The Sustainable Design School (SDS) Ecole Supérieure de Danse de Cannes Rosella Hightower Conservatoire National à Rayonnement Régional de Nice (CNRR)