کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
480400 1446077 2012 11 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
A Constraint Programming model for fast optimal stowage of container vessel bays
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر علوم کامپیوتر (عمومی)
پیش نمایش صفحه اول مقاله
A Constraint Programming model for fast optimal stowage of container vessel bays
چکیده انگلیسی

Container vessel stowage planning is a hard combinatorial optimization problem with both high economic and environmental impact. We have developed an approach that often is able to generate near-optimal plans for large container vessels within a few minutes. It decomposes the problem into a master planning phase that distributes the containers to bay sections and a slot planning phase that assigns containers of each bay section to slots. In this paper, we focus on the slot planning phase of this approach and present a Constraint Programming and Integer Programming model for stowing a set of containers in a single bay section. This so-called slot planning problem is NP-hard and often involves stowing several hundred containers. Using state-of-the-art constraint solvers and modeling techniques, however, we were able to solve 90% of 236 real instances from our industrial collaborator to optimality within 1 second. Thus, somewhat to our surprise, it is possible to solve most of these problems optimally within the time required for practical application.


► We study the container stowage problem within subsections of container vessel bays.
► A representative model of the problem is introduced.
► Integer and Constraint Programming approaches to solve these problems are compared.
► We do extensive testing with instances derived from real stowage plans.
► Our test instances are solved as required for application by the industry.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: European Journal of Operational Research - Volume 220, Issue 1, 1 July 2012, Pages 251–261
نویسندگان
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