Quotation Gruler, Aljoscha, Fikar, Christian, Juan, Angel, Hirsch, Patrick, Contreras-Bolton, Carlos. 2017. Supporting multi-depot and stochastic waste collection management in clustered urban areas via simulation–optimization. Journal of Simulation, 11 (1), 11-19.


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Abstract

Waste collection is one of the most critical logistics activities in modern cities with considerable impact on the quality of life, urban environment, city attractiveness, traffic flows and municipal budgets. Despite the problem’s relevance, most existing work addresses simplified versions where container loads are considered to be known in advance and served by a single vehicle depot. Waste levels, however, cannot be estimated with complete certainty as they are only revealed at collection. Furthermore, in large cities and clustered urban areas, multiple depots from which collection routes originate are common, although cooperation among vehicles from different depots is rarely considered. This paper analyses a rich version of the waste collection problem with multiple depots and stochastic demands by proposing a hybrid algorithm combining metaheuristics with simulation. Our ‘simheuristic’ approach allows for studying the effects of cooperation among different depots, thus quantifying the potential savings this cooperation could provide to city governments and waste collection companies.

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Publication's profile

Status of publication Published
Affiliation External
Type of publication Journal article
Journal Journal of Simulation
Citation Index SCI
Language English
Title Supporting multi-depot and stochastic waste collection management in clustered urban areas via simulation–optimization
Volume 11
Number 1
Year 2017
Page from 11
Page to 19
Reviewed? Y
URL https://doi.org/10.1057/s41273-016-0002-4
DOI http://dx.doi.org/10.1057/s41273-016-0002-4
Open Access N

Associations

People
Fikar, Christian (Details)
External
Contreras-Bolton, Carlos (University of Bologna, Italy)
Gruler, Aljoscha (Open University of Catalonia, Spain)
Hirsch, Patrick (Universität für Bodenkultur Wien, Austria)
Juan, Angel (Open University of Catalonia, Spain)
Research areas (ÖSTAT Classification 'Statistik Austria')
1112 Logistics (Details)
5347 Operations research (Details)
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