Industrial Engineering Journal ›› 2019, Vol. 22 ›› Issue (4): 58-63.doi: 10.3969/j.issn.1007-7375.2019.04.009

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A Study of Vehicle Routing Problem for Urban Transport of Express

JIANG Hai, CHEN Feng   

  1. Department of Industrial Engineering and Management, Shanghai Jiao Tong University, Shanghai 200240, China
  • Received:2018-11-12 Online:2019-08-31 Published:2019-08-23

Abstract: The problem for urban transport of express is essentially a vehicle routing problem. A mixed-integer programming with the objective of minimum cost is built, which includes the constraints of capacity, time windows, vehicle restriction and it also considers staggering the delivery time. A constructive heuristics is proposed and it takes the distance from one point to the set of points as the priority index for neighborhood search. A column generation algorithm based on pairs of "route-vehicle" is designed and the initial columns are solved by the heuristics. The experimental results show that the approximate optimal solution can be obtained in 175 seconds for the large-scale problem with up to 120 points, which proves the effectiveness of the algorithm and its applicability to VRP for urban transport of express within a certain scale.

Key words: urban transport, vehicle routing problem, heuristics, column generation

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