کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
474583 699066 2016 12 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Bin packing and related problems: General arc-flow formulation with graph compression
ترجمه فارسی عنوان
بسته بندی باین و مشکلات مربوط به آن: فرمول بندی جریان قوس جریان با فشرده سازی گراف
کلمات کلیدی
بسته بندی برش سهام، بسته بندی برداری فرمولاسیون قوس
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر علوم کامپیوتر (عمومی)
چکیده انگلیسی


• Very flexible exact solution method for cutting and packing problems.
• Strong arc-flow formulation equivalent to Gilmore and Gomory׳s.
• Graph compression algorithm to reduce the size of the underlying graph.
• Extensive computational results for a variety of problems.

We present an exact method, based on an arc-flow formulation with side constraints, for solving bin packing and cutting stock problems—including multi-constraint variants—by simply representing all the patterns in a very compact graph. Our method includes a graph compression algorithm that usually reduces the size of the underlying graph substantially without weakening the model.Our formulation is equivalent to Gilmore and Gomory׳s, thus providing a very strong linear relaxation. However, instead of using column-generation in an iterative process, the method constructs a graph, where paths from the source to the target node represent every valid packing pattern.The same method, without any problem-specific parameterization, was used to solve a large variety of instances from several different cutting and packing problems. In this paper, we deal with vector packing, bin packing, cutting stock, cardinality constrained bin packing, cutting stock with cutting knife limitation, bin packing with conflicts, and other problems. We report computational results obtained with many benchmark test datasets, some of them showing a large advantage of this formulation with respect to the traditional ones.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Computers & Operations Research - Volume 69, May 2016, Pages 56–67
نویسندگان
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