Extreme point-based heuristics for three-dimensional bin packing

被引:187
作者
Crainic, Teodor Gabriel [1 ,2 ]
Perboli, Guido [3 ]
Tadei, Roberto [3 ]
机构
[1] Univ Quebec Montreal, ESG, Dept Management & Technol, Montreal, PQ H3C 3P8, Canada
[2] Univ Quebec Montreal, ESG, Ctr Interuniv Rech Reseaux Enterprise Logist & Tr, Montreal, PQ H3C 3P8, Canada
[3] Politecn Torino, Dept Control & Comp Engn, I-10129 Turin, Italy
关键词
programming; integer; algorithms; heuristic; three-dimensional packing; bin packing;
D O I
10.1287/ijoc.1070.0250
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
One of the main issues in addressing three-dimensional packing problems is finding an efficient and accurate definition of the points at which to place the items inside the bins, because the performance of exact and heuristic solution methods is actually strongly influenced by the choice of a placement rule. We introduce the extreme point concept and present a new extreme point-based rule for packing items inside a three-dimensional container. The extreme point rule is independent from the particular packing problem addressed and can handle additional constraints, such as. xing the position of the items. The new extreme point rule is also used to derive new constructive heuristics for the three-dimensional bin-packing problem. Extensive computational results show the effectiveness of the new heuristics compared to state-of-the-art results. Moreover, the same heuristics, when applied to the two-dimensional bin-packing problem, outperform those specifically designed for the problem.
引用
收藏
页码:368 / 384
页数:17
相关论文
共 28 条
[1]   A cutting-plane approach for the two-dimensional orthogonal non-guillotine cutting problem [J].
Baldacci, Roberto ;
Boschetti, Marco A. .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2007, 183 (03) :1136-1149
[2]   AN EXACT TWO-DIMENSIONAL NON-GUILLOTINE CUTTING TREE-SEARCH PROCEDURE [J].
BEASLEY, JE .
OPERATIONS RESEARCH, 1985, 33 (01) :49-64
[3]  
BERKEY JO, 1987, J OPER RES SOC, V38, P423, DOI 10.2307/2582731
[4]   New lower bounds for the three-dimensional finite bin packing problem [J].
Boschetti, MA .
DISCRETE APPLIED MATHEMATICS, 2004, 140 (1-3) :241-258
[5]   The Two-Dimensional Finite Bin Packing Problem. Part II: New lower and upper bounds [J].
Boschetti, Marco A. ;
Mingozzi, Aristide .
4OR-A QUARTERLY JOURNAL OF OPERATIONS RESEARCH, 2003, 1 (02) :135-147
[6]   ON PACKING TWO-DIMENSIONAL BINS [J].
CHUNG, FRK ;
GAREY, MR ;
JOHNSON, DS .
SIAM JOURNAL ON ALGEBRAIC AND DISCRETE METHODS, 1982, 3 (01) :66-76
[7]  
CRAINIC TG, 2008, EUR J OPER IN PRESS, DOI DOI 10.1016/JOEJOR.2007.06.063
[8]   The three-dimensional bin packing problem: Robot-packable and orthogonal variants of packing problems (vol 53, pg 735, 2005) [J].
den Boef, E ;
Korst, J ;
Martello, S ;
Pisinger, D ;
Vigo, D .
OPERATIONS RESEARCH, 2005, 53 (04) :735-736
[9]   Guided local search for the three-dimensional bin-packing problem [J].
Faroe, O ;
Pisinger, D ;
Zachariasen, M .
INFORMS JOURNAL ON COMPUTING, 2003, 15 (03) :267-283
[10]   New classes of fast lower bounds for bin packing problems [J].
Fekete, SP ;
Schepers, J .
MATHEMATICAL PROGRAMMING, 2001, 91 (01) :11-31