An exact approach to the restricted block relocation problem based on a new integer programming formulation

被引:22
作者
Tanaka, Shunji [1 ]
Voss, Stefan [2 ]
机构
[1] Kyoto Univ, Inst Liberal Arts & Sci, Nishikyo Ku, Kyoto, Kyoto 6158510, Japan
[2] Univ Hamburg, Inst Informat Syst, Von Melle Pk 5, D-20146 Hamburg, Germany
基金
日本学术振兴会;
关键词
OR in maritime industry; Combinatorial optimization; Block relocation problem; Integer programming; MATHEMATICAL FORMULATION; COMPLEXITY CONSIDERATIONS; EXACT ALGORITHM; BRANCH; CONTAINERS;
D O I
10.1016/j.ejor.2021.03.062
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
This study addresses the block(s) relocation problem (BRP), also known as the container relocation problem. This problem considers individually retrieving blocks piled up in tiers according to a predetermined order. When the block to be retrieved next is not at the top, we have to relocate the blocks above it because we can access only the topmost blocks. The objective is to retrieve all the blocks with the smallest number of relocations. In this study, a novel exact algorithm is proposed for the restricted BRP, a class of the problem where relocatable blocks are restricted. The proposed algorithm computes lower and upper bounds iteratively by solving the corresponding integer programming problems until the optimality gap is reduced to zero. The novelty of the algorithm lies in the formulations based on complete and truncated relocation sequences of the individual blocks. We examine the effectiveness of the proposed algorithm through computational experiments for benchmark instances from the literature. In particular, we report that, for the first time, all the instances with up to 100 blocks are solved to proven optimality. (c) 2021 Elsevier B.V. All rights reserved.
引用
收藏
页码:485 / 503
页数:19
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