A decomposition approach to dual shuttle automated storage and retrieval systems

被引:18
|
作者
Wauters, Tony [1 ]
Villa, Fulgencia [2 ]
Christiaens, Jan [1 ]
Alvarez-Valdes, Ramon [3 ]
Vanden Berghe, Greet [1 ]
机构
[1] Katholieke Univ Leuven, Dept Comp Sci, CODeS & iMinds ITEC, Gebroeders Smetstr 1, B-9000 Ghent, Belgium
[2] Univ Politecn Valencia, Dept Appl Stat & Operat Res & Qual, Camino Vera S-N, E-46022 Valencia, Spain
[3] Univ Valencia, Dept Stat & Operat Res, C Dr Moliner 5, E-46100 Valencia, Spain
关键词
Logistics; Automated storage and retrieval systems; Warehouse; Heuristics; Decomposition; Control policies; Dual shuttle; TRAVEL-TIME MODEL; STORAGE/RETRIEVAL SYSTEMS; DEDICATED STORAGE;
D O I
10.1016/j.cie.2016.09.013
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Automated Storage and Retrieval Systems (AS/RS) have become vital in today's distribution and production environments, however it remains necessary to equip them with more efficient operational control policies. Motivated by real situations encountered by companies employing AS/RS, the present paper studies a miniload AS/RS system, with a dual shuttle crane in which a set of storage and retrieval requests must be scheduled such that the prioritized waiting time is minimized. Dual shuttle cranes have received minimal academic attention and thus continue to pose new problems that must be solved. The miniload AS/RS problem is addressed by decomposing it into a location assignment and sequencing problem. Different heuristic strategies are introduced for making the assignments, while a general mathematical model and efficient branch and bound procedure are proposed for optimizing the sequence. Additionally, a fast metaheuristic capable of solving larger instances is also developed. A set of real world based benchmarks with varying characteristics is generated to evaluate the proposed methods. Very small instances prove the only for which optimal sequences are found in reasonable calculation time. Experimental results demonstrate the effectiveness of the heuristic decomposition method. (C) 2016 Elsevier Ltd. All rights reserved.
引用
收藏
页码:325 / 337
页数:13
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