دانلود مقاله ISI انگلیسی شماره 79474
ترجمه فارسی عنوان مقاله

یک الگوریتم فوق ابتکاری برای مشکلات مسیریابی وسیله نقلیه ناوگان ناهمگن با محدودیت بارگذاری دو بعدی

عنوان انگلیسی
A meta-heuristic algorithm for heterogeneous fleet vehicle routing problems with two-dimensional loading constraints
کد مقاله سال انتشار تعداد صفحات مقاله انگلیسی
79474 2013 12 صفحه PDF
منبع

Publisher : Elsevier - Science Direct (الزویر - ساینس دایرکت)

Journal : European Journal of Operational Research, Volume 225, Issue 2, 1 March 2013, Pages 199–210

ترجمه کلمات کلیدی
مسیریابی؛ بسته بندی؛ بازپخت شبیه سازی شده - ناوگان ناهمگن
کلمات کلیدی انگلیسی
Routing; Packing; Simulated annealing; Heterogeneous fleet
پیش نمایش مقاله
پیش نمایش مقاله  یک الگوریتم فوق ابتکاری برای مشکلات مسیریابی وسیله نقلیه ناوگان ناهمگن با محدودیت بارگذاری دو بعدی

چکیده انگلیسی

The two-dimensional loading heterogeneous fleet vehicle routing problem (2L-HFVRP) is a variant of the classical vehicle routing problem in which customers are served by a heterogeneous fleet of vehicles. These vehicles have different capacities, fixed and variable operating costs, length and width in dimension, and two-dimensional loading constraints. The objective of this problem is to minimize transportation cost of designed routes, according to which vehicles are used, to satisfy the customer demand. In this study, we proposed a simulated annealing with heuristic local search (SA_HLS) to solve the problem and the search was then extended with a collection of packing heuristics to solve the loading constraints in 2L-HFVRP. To speed up the search process, a data structure was used to record the information related to loading feasibility. The effectiveness of SA_HLS was tested on benchmark instances derived from the two-dimensional loading vehicle routing problem (2L-CVRP). In addition, the performance of SA_HLS was also compared with three other 2L-CVRP models and four HFVRP methods found in the literature.