A branch-and-price guided search approach to maritime inventory routing

被引:33
作者
Hewitt, Mike [1 ]
Nemhauser, George [2 ]
Savelsbergh, Martin [3 ]
Song, Jin-Hwa [4 ,5 ]
机构
[1] Rochester Inst Technol, Dept Ind & Syst Engn, Rochester, NY 14623 USA
[2] Georgia Inst Technol, H Milton Stewart Sch Ind & Syst Engn, Atlanta, GA 30332 USA
[3] Univ Newcastle, Sch Math & Phys Sci, Callaghan, NSW 2308, Australia
[4] SK Innovat, Global Technol, Seoul, South Korea
[5] Exxon Mobil Res & Engn Co, Annandale, NJ USA
关键词
Inventory routing; Integer programming; Heuristic search; OPTIMIZATION ALGORITHM;
D O I
10.1016/j.cor.2012.09.010
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
We apply branch-and-price guided search to a real-world maritime inventory routing problem, in which the inventory of a single product, which is produced and consumed at multiple sites, and its transport, which is done with a heterogeneous fleet of vessels, is managed over a finite horizon. Computational experiments demonstrate that branch-and-price guided search quickly produces solutions that are near-optimal and of better quality than those produced by a state-of-the-art, commercial integer programming solver that is given much more time. We also develop local search schemes to further reduce the time needed to find high quality solutions and present computational evidence of their efficacy. (C) 2012 Elsevier Ltd. All rights reserved.
引用
收藏
页码:1410 / 1419
页数:10
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