HOW TO USE STRUCTURAL CONSTRAINTS TO COMPUTE AN UPPER BOUND FOR THE PALLET LOADING PROBLEM

Authors
Citation
J. Nelissen, HOW TO USE STRUCTURAL CONSTRAINTS TO COMPUTE AN UPPER BOUND FOR THE PALLET LOADING PROBLEM, European journal of operational research, 84(3), 1995, pp. 662-680
Citations number
20
Categorie Soggetti
Management,"Operatione Research & Management Science
ISSN journal
03772217
Volume
84
Issue
3
Year of publication
1995
Pages
662 - 680
Database
ISI
SICI code
0377-2217(1995)84:3<662:HTUSCT>2.0.ZU;2-S
Abstract
During the last twenty years several heuristics have been developed fo r the pallet loading problem of packing identical rectangles, orthogon ally, into a large containing rectangle. Upper bound methods are used to verify the optimality of heuristic solutions. If these methods fail , exact algorithms have to be applied, which may require a prohibitive amount of computing time. This paper discusses a new upper bound meth od based on a set of structural constraints for a solution which reali zes the assumed upper bound. The constraints spring from a linear prog ramming problem which is solved for various cost functions. By means o f several arguments, these constraints can be gradually tightened. If this leads to a contradiction, then the upper bound estimate was too h igh and must be decremented. This method is shown to be accurate for a ll but 28 problems in a random sample of 20000 - an improvement of 262 over previous methods.