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Social Specialization of Space: Clustering Households on the French Riviera

Pallez, Denis and Serrurier, Mathieu and Costa Pereira, Célia and Fusco, Giovanni and Cao, Cristina Social Specialization of Space: Clustering Households on the French Riviera. (2015) In: Annual Conference on Genetic and Evolutionary Computation (GECCO 2015), 11 July 2015 - 15 July 2015 (Madrid, Spain).

(Document in English)

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Official URL: https://doi.org/10.1145/2739482.2764665


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.

Item Type:Conference or Workshop Item (Paper)
Additional Information:Thanks to ACM. The definitive version is available at http://dl.acm.org This papers appears in GECCO Companion '15 ISBN: 978-1-4503-3488-4 The original PDF is available at: https://dl.acm.org/citation.cfm?id=2764665
Audience (conference):International conference proceedings
Uncontrolled Keywords:
Institution:Other partners > Aix-Marseille Université - AMU (FRANCE)
French research institutions > Centre National de la Recherche Scientifique - CNRS (FRANCE)
Université de Toulouse > Institut National Polytechnique de Toulouse - Toulouse INP (FRANCE)
Other partners > Université Nice Sophia Antipolis (FRANCE)
Université de Toulouse > Université Toulouse III - Paul Sabatier - UT3 (FRANCE)
Université de Toulouse > Université Toulouse - Jean Jaurès - UT2J (FRANCE)
Université de Toulouse > Université Toulouse 1 Capitole - UT1 (FRANCE)
Other partners > Politecnico di Milano (ITALY)
Other partners > Université d'Avignon et des Pays de Vaucluse (FRANCE)
Laboratory name:
CNRS within the research program HumaIn
Deposited On:09 May 2018 14:26

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