4.5 Article

LP bounds in various constraint programming approaches for orthogonal packing

期刊

COMPUTERS & OPERATIONS RESEARCH
卷 39, 期 10, 页码 2425-2438

出版社

PERGAMON-ELSEVIER SCIENCE LTD
DOI: 10.1016/j.cor.2011.12.010

关键词

Constraint programming; Linear programming; Column generation

资金

  1. Erasmus Mundus ECW [EM ECW-L04 TUD 08-134]
  2. German Research Foundation (DFG) [BE 4433/1-1]

向作者/读者索取更多资源

We consider the 2D orthogonal feasibility problem (OPP-2) and the 2D strip packing problem (SPP-2). Given a set of rectangular items, the OPP-2 is to decide whether all items can be orthogonally packed into the given rectangular container; the SPP-2 is to find a packing of all items occupying the minimal height of the given semi-infinite strip. Both OPP-2 and SPP-2 are considered without items rotation. We investigate the known Constraint Programming (CP) approaches for OPP-2, in particular the dichotomy and disjunctive branching strategies and adapt 1D relaxation bounds based on linear programming (LP) into the constraint propagation process of the CP. Using the dichotomic search procedure the developed methods for OPP-2 are transformed for the case of SPP-2. Numerical results demonstrate the efficiency of the proposed strategies and of the combination of CP and LP-based pruning rules. (C) 2011 Elsevier Ltd. All rights reserved.

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