A Voronoi-Based Heuristic Algorithm for Locating Distribution Centers in Disasters

Wilfredo F. Yushimito, Miguel Jaller, Satish Ukkusuri

Producción científica: Contribución a una revistaArtículorevisión exhaustiva

87 Citas (Scopus)

Resumen

This paper provides insights to locate a finite number of distribution centers to provide a quick response time for disaster relief incorporating social costs within the modeling framework. We explore theoretical aspects of the problem formulation and propose a model that maximizes coverage of affected regions while minimizing human suffering through the use of a social cost function. Our results show that the social cost function is minimized within the area enclosed by the Voronoi region for a chosen facility. We also propose a heuristic algorithm to solve the problem of locating these facilities in a reasonable amount of time. Since the quality of the solution and the running time depends largely on the initial starting points for the heuristic, we provide recommendations to choose the initial starting points. The proposed approach has the potential to significantly improve the efficiency of distributing critical supplies in disasters by optimizing the response time.

Idioma originalInglés
Páginas (desde-hasta)21-39
Número de páginas19
PublicaciónNetworks and Spatial Economics
Volumen12
N.º1
DOI
EstadoPublicada - mar. 2012

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