Exact and heuristic solution approaches for the bid construction problem in transportation procurement auctions with a heterogeneous fleet

被引:22
|
作者
Hammami, Farouk [1 ,2 ]
Rekik, Monia [1 ,2 ]
Coelho, Leandro C. [1 ,2 ]
机构
[1] Laval Univ, Dept Operat & Decis Syst, 2325 Rue Terrasse, Quebec City, PQ G1V 0A6, Canada
[2] Interuniv Res Ctr Entreprise Networks Logist & Tr, Montreal, PQ, Canada
基金
加拿大自然科学与工程研究理事会;
关键词
Bid construction; Adaptive large neighborhood search (ALNS); Combinatorial auctions; Truckload transportation; Heterogeneous fleet; LARGE-NEIGHBORHOOD SEARCH; COMBINATORIAL AUCTIONS; DELIVERY PROBLEM; GENERATION PROBLEM; PICKUP;
D O I
10.1016/j.tre.2019.05.009
中图分类号
F [经济];
学科分类号
02 ;
摘要
This paper solves the bid construction problem (BCP) for heterogeneous truckload operations. Exact and heuristic solution methods are proposed to solve the BCP. The heuristic framework is based on a destroy-repair principle coupled with local search procedures. A heuristic variant integrating a post-optimization method considering solutions obtained during the heuristic search is also proposed. The exact approach uses CPLEX to solve an adapted arc-based mathematical formulation with our best heuristic solution as an initial solution. Computational results show that the proposed methods perform very well in terms of CPU time and solution quality for existing and new sets of instances.
引用
收藏
页码:150 / 177
页数:28
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