4.2 Article

A Metaheuristic Approach to the Waste Collection Vehicle Routing Problem with Stochastic Demands and Travel Times

期刊

ACTA POLYTECHNICA HUNGARICA
卷 16, 期 7, 页码 45-60

出版社

BUDAPEST TECH
DOI: 10.12700/APH.16.7.2019.7.3

关键词

vehicle routing problem; stochastic demands; waste collection; heuristics and metaheuristics

资金

  1. Ministry of Education, Science and Technological Development of the Republic of Serbia [TR-35049]

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This paper presents the methodology for solving the municipal waste collection problem in urban areas. This problem is treated as a vehicle routing problem where the demand in nodes and travel times between all pairs of nodes in a transport network are taken as stochastic quantities, known in the literature as the vehicle routing problem with stochastic demands (VRPSD). This problem is formulated as a chance-constrained programming model with normal distribution. Heuristic and metaheuristic methods, as well as their combinations, are applied to efficiently solve this model. Finally, the paper presents a comparative analysis of the obtained results with real data.

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