Person:
Reyes-Rubiano, Lorena Silvana

Profile Picture

Email Address

Birth Date

Research Projects

Organizational Units

Job Title

Last Name

Reyes-Rubiano

First Name

Lorena Silvana

person.page.departamento

Estadística e Investigación Operativa

ORCID

0000-0003-0995-4049

person.page.upna

811229

Name

Filters

20191
Reset filters

Settings

Author: Faulín Fajardo, Javier × Subject: Biased-randomized heuristics ×

Search Results

Now showing 1 - 1 of 1
  • Thumbnail Image
    PublicationOpen Access
    A simheuristic for routing electric vehicles with limited driving ranges and stochastic travel times
    (Institut d'Estadistica de Catalunya (Idescat), 2019) Reyes-Rubiano, Lorena Silvana; Ferone, Daniele; Juan Pérez, Ángel Alejandro; Faulín Fajardo, Javier; Institute of Smart Cities - ISC; Universidad Pública de Navarra / Nafarroako Unibertsitate Publikoa
    Green transportation is becoming relevant in the context of smart cities, where the use of electric vehicles represents a promising strategy to support sustainability policies. However the use of electric vehicles shows some drawbacks as well, such as their limited driving-range capacity. This paper analyses a realistic vehicle routing problem in which both driving-range constraints and stochastic travel times are considered. Thus, the main goal is to minimize the expected time-based cost required to complete the freight distribution plan. In order to design reliable routing plans, a simheuristic algorithm is proposed. It combines Monte Carlo simulation with a multi-start metaheuristic, which also employs biased-randomization techniques. By including simulation, simheuristics extend the capabilities of metaheuristics to deal with stochastic problems. A series of computational experiments are performed to test our solving approach as well as to analyse the effect of uncertainty on the routing plans.