Approximation schemes for ordered vector packing problems

Approximation schemes for ordered vector packing problems

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Article ID: iaor2004337
Country: United States
Volume: 50
Issue: 1
Start Page Number: 58
End Page Number: 69
Publication Date: Feb 2003
Journal: Naval Research Logistics
Authors: , ,
Keywords: packing
Abstract:

In this paper we deal with the d-dimensional vector packing problem, which is a generalization of the classical bin packing problem in which each item has d distinct weights and each bin has d corresponding capacities. We address the case in which the vectors of weights associated with the items are totally ordered, i.e., given any two weight vectors ai, aj, either ai is componentwise not smaller than aj or aj is componentwise not smaller than ai. An asymptotic polynomial-time approximation scheme is constructed for this case. As a corollary, we also obtain such a scheme for the bin packing problem with cardinality constraint, whose existence was an open question to the best of our knowledge. We also extend the result to instances with constant Dilworth number, i.e., instances where the set of items can be partitioned into a constant number of totally ordered subsets. We use ideas from classical and recent approximation schemes for related problems, as well as a nontrivial procedure to round an LP solution associated with the packing of the small items.

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