کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
474575 699061 2016 18 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
A large neighbourhood based heuristic for two-echelon routing problems
ترجمه فارسی عنوان
الگوریتم اکتشافی مبتنی بر محله بزرگ برای مسیریابی مشکلات دو پله ای
کلمات کلیدی
مسئله مسیریابی وسایل نقلیه دو پله ای . مسئله محل مسیریابی دو پله‌ای ؛ مسئله محل مسیریابی تنها با انبار دو پله‌ای ؛ جستجوی تطبیقی محله بزرگ؛ استراتژی سازگاری تکامل ماتریس کوواریانس
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر علوم کامپیوتر (عمومی)
چکیده انگلیسی


• We introduce a simple metaheuristic based on LNS for the 2E-VRP and the 2E-LRP.
• The algorithm is tested with benchmark instances form literature, and outperforms previous methods.
• We clarified several mistakes and inconsistencies in the benchmark instances.

In this paper, we address two optimisation problems arising in the context of city logistics and two-level transportation systems. The two-echelon vehicle routing problem and the two-echelon location routing problem seek to produce vehicle itineraries to deliver goods to customers, with transits through intermediate facilities. To efficiently solve these problems, we propose a hybrid metaheuristic which combines enumerative local searches with destroy-and-repair principles, as well as some tailored operators to optimise the selections of intermediate facilities. We conduct extensive computational experiments to investigate the contribution of these operators to the search performance, and measure the performance of the method on both problem classes. The proposed algorithm finds the current best known solutions, or better ones, for 95% of the two-echelon vehicle routing problem benchmark instances. Overall, for both problems, it achieves high-quality solutions within short computing times. Finally, for future reference, we resolve inconsistencies between different versions of benchmark instances, document their differences, and provide them all online in a unified format.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Computers & Operations Research - Volume 76, December 2016, Pages 208–225
نویسندگان
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