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.
https://hal.univ-cotedazur.fr/hal-01344327
Contributeur : Denis Pallez
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Soumis le : mardi 19 juillet 2016 - 14:06:04
Dernière modification le : jeudi 14 juin 2018 - 10:54:03
Document(s) archivé(s) le : jeudi 20 octobre 2016 - 11:14:03
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. GECCO Companion '15, Companion Publication of the 2015 Annual Conference on Genetic and Evolutionary Computation. 〈http://dl.acm.org/citation.cfm?doid=2739482.2764665〉. 〈10.1145/2739482.2764665〉. 〈hal-01344327〉
