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An Approximate 0-1 Edge-Labeling Algorithm for Constrained Bin-Packing Problem

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Proceedings of the Fifteenth International Joint Conference on Artificial Intelligence. Search. Pages 1402-1410.

Abstract

This paper describes a constrained bin-packing problem (CBPP ) and an approximate, anytime algorithm for solutions. A CBPP is a constrained version of the bin-packing problem, in which a set of items allocated to a bin are ordered in a way to satisfy constraints defined on them and achieve near-optimality . The algorithm for CBPP uses a heuristic search for labeling edges with a binary value, together with a beam search and constraint propagation. Some experimental results are provided. This algorithm has been successfully applied to industrial-scale scheduling problems.

Ho Soo Lee, and Mark Trumbo. 1997. An Approximate 0-1 Edge-Labeling Algorithm for Constrained Bin-Packing Problem. In Proceedings of the Fifteenth International Joint Conference on Artificial Intelligence, IJCAI-97. IJCAI, 1402–1410. https://ijcai.org/proceedings/1997/202
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