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An improved best-first branch and bound algorithm for the pallet-loading problem using a staircase structure

Authors
AHN, SEON EUNGPark, ChangsoonYoon, K. S.
Issue Date
Jun-2015
Publisher
PERGAMON-ELSEVIER SCIENCE LTD
Keywords
Packing; Combinatorial optimization; Pallet loading problem; Branch and bound
Citation
EXPERT SYSTEMS WITH APPLICATIONS, v.42, no.21, pp.7676 - 7683
Indexed
SCIE
SCOPUS
Journal Title
EXPERT SYSTEMS WITH APPLICATIONS
Volume
42
Number
21
Start Page
7676
End Page
7683
URI
https://scholarworks.bwise.kr/erica/handle/2021.sw.erica/16507
DOI
10.1016/j.eswa.2015.05.045
ISSN
0957-4174
Abstract
This study concerns the pallet-loading problem (PLP), which requires maximizing the number of identical boxes loaded on a large rectangular pallet. The proposed algorithm generates layouts of a specific structure, known as the staircase structure that is very efficient due to its geometrical properties for removing unnecessary patterns and obtaining upper and lower bounds corresponding to the patterns. Efficient methods to remove the dominated and duplicated patterns in the staircase structure are proposed. We then apply these methods to the best-first branch and bound algorithm. Computational results demonstrated the superiority of the proposed algorithm compared with other existing exact algorithms. (C) 2015 Elsevier Ltd. All rights reserved.
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COLLEGE OF ENGINEERING SCIENCES > DEPARTMENT OF INDUSTRIAL & MANAGEMENT ENGINEERING > 1. Journal Articles

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