The location-routing problem with multi-compartment and multi-trip: formulation and heuristic approaches

被引:8
|
作者
Moon, Ilkyeong [1 ,2 ]
Salhi, Said [3 ]
Feng, Xuehao [4 ]
机构
[1] Seoul Natl Univ, Dept Ind Engn, Seoul, South Korea
[2] Seoul Natl Univ, Inst Ind Syst Innovat, Seoul, South Korea
[3] Univ Kent, Kent Business Sch, Ctr Logist & Heurist Optimizat, Canterbury, Kent, England
[4] Zhejiang Univ, Ocean Coll, Hangzhou 310058, Peoples R China
基金
新加坡国家研究基金会;
关键词
Location-routing problem; multi-compartment; multi-trip; mixed integer program; heuristic; TABU SEARCH; MEMETIC ALGORITHM; DESIGN; COLLECTION; DISPATCH;
D O I
10.1080/23249935.2020.1720036
中图分类号
U [交通运输];
学科分类号
08 ; 0823 ;
摘要
The location-routing problem with multi-compartment and multi-trip is an extension to the standard location-routing problem. In this problem, depots are used to deliver different products using heterogeneous vehicles with several compartments. Each compartment has a limited capacity and is dedicated to a single type of product. The problem is formulated as a mixed integer program. A constructive heuristic and a hybrid genetic algorithm (HGA) are proposed. Numerical experiments show that both heuristics can efficiently determine the optimal solutions on small size instances. For larger ones, the HGA outperforms the constructive heuristic with relatively more computational time. Managerial insights have been obtained from sensitivity analyses which would be helpful to improve the performance of the supply network.
引用
收藏
页码:501 / 528
页数:28
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