Title
Social Specialization of Space: Clustering Households on the French Riviera
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.
Year
DOI
Venue
2015
10.1145/2739482.2764665
GECCO (Companion)
Field
DocType
Citations 
Econometrics,Social group,Simulated annealing,Riviera,Computer science,Simulation,Artificial intelligence,Cluster analysis,Metropolitan area,Machine learning,Genetic algorithm
Conference
0
PageRank 
References 
Authors
0.34
2
5
Name
Order
Citations
PageRank
Denis Pallez1656.79
Mathieu Serrurier226726.94
Célia Da Costa Pereira319827.06
Giovanni Fusco442.36
Cristina Cao500.34