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A simheuristic algorithm for time-dependent waste collection management with stochastic travel times - RP:4904

Autor segons l'article:Juan, Angel A.
Calvet, Laura
Pérez-Navarro, Antoni
Gruler, Aljoscha
Any de publicació de la revista:2020
Tipus de publicació:##rt.metadata.pkp.peerReviewed##
info:eu-repo/semantics/publishedVersion
info:eu-repo/semantics/article
Resum:A major operational task in city logistics is related to waste collection. Due to large problem sizes and numerous constraints, the optimization of real-life waste collection problems on a daily basis requires the use of metaheuristic solving frameworks to generate near-optimal collection routes in low computation times. This paper presents a simheuristic algorithm for the time-dependent waste collection problem with stochastic travel times. By combining Monte Carlo simulation with a biased randomized iterated local search metaheuristic, time-varying and stochastic travel speeds between different network nodes are accounted for. The algorithm is tested using real instances in a medium-sized city in Spain.
Paraules clau:Waste collection management
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