Multi-objective microzone-based vehicle routing for courier companies: From tactical to operational planning
AbstractDistribution companies that serve a very large number of customers, courier companies for example, often partition the geographical region served by a depot into zones. Each zone is assigned to a single vehicle and each vehicle serves a single zone. An alternative approach is to partition the distribution region into smaller microzones that are assigned to a preferred vehicle in a so-called tactical plan. When the workload in each microzone is known, the microzones can be reassigned to vehicles in such a way that the total distance traveled is minimized, the workload of the different vehicles is balanced, and as many microzones as possible are assigned to their preferred vehicle. In this paper we model the resulting microzone-based vehicle routing problem as a multi-objective optimization problem and develop a simple yet effective algorithm to solve it. We analyze this algorithm and discuss the results that it obtains.
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Bibliographic InfoPaper provided by University of Antwerp, Faculty of Applied Economics in its series Working Papers with number 2014002.
Length: 23 pages
Date of creation: Jan 2014
Date of revision:
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Web page: https://www.uantwerp.be/en/faculties/applied-economic-sciences/
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Variable neighborhood tabu search; Workload balancing; Metaheuristics; Multi-objective optimization; Vehicle routing; Courier companies;
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- Mourgaya, M. & Vanderbeck, F., 2007. "Column generation based heuristic for tactical planning in multi-period vehicle routing," European Journal of Operational Research, Elsevier, Elsevier, vol. 183(3), pages 1028-1041, December.
- Ouyang, Yanfeng, 2007. "Design of vehicle routing zones for large-scale distribution systems," Transportation Research Part B: Methodological, Elsevier, Elsevier, vol. 41(10), pages 1079-1093, December.
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