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AAAI 2002

A New Algorithm for Optimal Bin Packing

Conference Paper Search Artificial Intelligence

Abstract

We consider the NP-complete problem of bin packing. Given a set of numbers, and a set of bins of fixed capacity, find the minimum number of bins needed to contain all the numbers, such that the sum of the numbers assigned to each bin does not exceed the bin capacity. We present a new algorithm for optimal bin packing. Rather than considering the different bins that each number can be placed into, we consider the different ways in which each bin can be packed. Our algorithm appears to be asymptotically faster than the best existing optimal algorithm, and runs more that a thousand times faster on problems with 60 numbers.

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Context

Venue
AAAI Conference on Artificial Intelligence
Archive span
1980-2026
Indexed papers
28718
Paper id
702647539691101136