کد مقاله | کد نشریه | سال انتشار | مقاله انگلیسی | نسخه تمام متن |
---|---|---|---|---|
6892479 | 1445448 | 2018 | 37 صفحه PDF | دانلود رایگان |
عنوان انگلیسی مقاله ISI
A kernel search to the multi-plant capacitated lot sizing problem with setup carry-over
ترجمه فارسی عنوان
یک جستجوی هسته ای به مشکل زیادی برای اندازه گیری مقدار زیادی از گیاهان با حمل و نقل راه اندازی
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کلمات کلیدی
ماتریالیسم، جستجوی هسته، مشکل بزرگ اندازه چند کارخانه، راه اندازی حمل، اوجوری لاگرانژی،
موضوعات مرتبط
مهندسی و علوم پایه
مهندسی کامپیوتر
علوم کامپیوتر (عمومی)
چکیده انگلیسی
Lot sizing is one of the most challenging problems in production planning. This paper focuses on the multi-plant capacitated lot sizing problem (MPCLSP) with setup carry-over (MPCLSP-SC). To the best of our knowledge, the MPCLSP-SC has been the subject of one single study, despite the fact that it can bring financial benefits, primarily by considering case studies under tight capacity. Moreover, in spite of the significant improvement in the performance of benchmark optimization solvers over the years, they are still very time and memory consuming for large MPCLSP instances. Therefore, heuristics stand out among the solution methods to tackle this type of problem. This paper introduces a novel matheuristic, a kernel search (KS) method, to solve the MPCLSP-SC. Through computational experiments, it was possible to show the outstanding performance of the proposed method for large instances with diverse characteristics. The experiments also demonstrate that the introduced KS outperformed state-of-the-art methods to solve the MPCLSP.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Computers & Operations Research - Volume 100, December 2018, Pages 43-53
Journal: Computers & Operations Research - Volume 100, December 2018, Pages 43-53
نویسندگان
Desiree M. Carvalho, Mariá C.V. Nascimento,