A simulated annealing based hyperheuristic for determining shipper sizes for storage and transportation

被引:93
作者
Dowsland, Kathryn A.
Soubeiga, Eric
Burke, Edmund
机构
[1] Gower Opt Algorithms Ltd, Swansea SA3 4YH, W Glam, Wales
[2] Univ Nottingham, Sch Comp Sci & IT, Nottingham NG8 1BB, England
关键词
packing; logistics; simulated annealing; hyperheuristics;
D O I
10.1016/j.ejor.2005.03.058
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
The current drive to reduce packaging waste has led many companies to consider the use of multi-trip containers or shippers in which to transport their products in order to reduce packaging waste. The efficiency of such systems obviously depends on selecting shipper dimensions in such a way as to ensure high volumetric utilisation. As is the case with many practical problems the efficiency/solution quality can be improved if problem specific information is used to enhance the operation of a meta-heuristic solution approach. The problem can be modelled as a p-median problem but is too large to be solved in reasonable time without further modification. Four such modifications, all based on properties of the physical problem, are introduced and incorporated into a hyperheuristic driven simulated annealing solution approach. (c) 2005 Elsevier B.V. All rights reserved.
引用
收藏
页码:759 / 774
页数:16
相关论文
共 42 条
[21]  
Hansen P., 1997, Location Science, V5, P207, DOI 10.1016/S0966-8349(98)00030-8
[22]   An empirical investigation of meta-heuristic and heuristic algorithms for a 2D packing problem [J].
Hopper, E ;
Turton, BCH .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2001, 128 (01) :34-57
[23]   A dynamic programming heuristic for the P-median problem [J].
Hribar, M ;
Daskin, MS .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 1997, 101 (03) :499-508
[24]  
Kendall G., 2004, PATAT 2004. Proceedings of the 5th International Conference on the Practice and Theory of Automated Timetabling, P199
[25]  
KENDALL G, 2004, 2004 IEEE C CYB INT
[26]  
Leung JYT, 2001, J SCHED, V4, P201, DOI 10.1002/jos.075
[27]   Two-dimensional packing problems: A survey [J].
Lodi, A ;
Martello, S ;
Monaci, M .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2002, 141 (02) :241-252
[28]   CONVERGENCE OF AN ANNEALING ALGORITHM [J].
LUNDY, M ;
MEES, A .
MATHEMATICAL PROGRAMMING, 1986, 34 (01) :111-124
[29]   Order allocation for stock cutting in the paper industry [J].
Menon, S ;
Schrage, L .
OPERATIONS RESEARCH, 2002, 50 (02) :324-332
[30]   Optimizing the cutting of stock plates in a furniture company [J].
Morabito, R ;
Arenales, M .
INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 2000, 38 (12) :2725-2742