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