کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
724852 892456 2014 12 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
An Optimization Model for the Vehicle Routing Problem in Multi-product Frozen Food Delivery
ترجمه فارسی عنوان
یک مدل بهینه سازی برای مساله مسیریابی خودرو در تحویل مواد غذایی منجمد چند منظوره
کلمات کلیدی
مشکل مسیریابی خودرو، الگوریتم ژنتیک، تحویل مواد غذایی منجمد
موضوعات مرتبط
مهندسی و علوم پایه سایر رشته های مهندسی کنترل و سیستم های مهندسی
چکیده انگلیسی

This paper addresses a vehicle scheduling problem encountered in the cold chain logistics of the frozen food delivery industry. Unlike the single product delivery scenario, we propose an optimization model that manages the delivery of a variety of products. In this scenario, a set of customers make requests for a variety of frozen foods which are being loaded together. The objective is to find the routes that represent the minimum delivery cost for a fleet of identical vehicles that, departing from a depot, visiting all customers only once and returning to the depot. The delivery cost includes the transportation cost, the cost of refrigeration, the penalty cost and cargo damage cost based on the characteristics of different frozen food products. Apart from the usual constraints of time windows and loading weight, the study also takes into account the constraints of loading volume related to the unit volume of different frozen foods. We then propose a Genetic Algorithm (GA) method for the model. Computational tests with real data from a case validate the feasibility and rationality of the model and show the efficient combinations of parameter values of the GA method.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Journal of Applied Research and Technology - Volume 12, Issue 2, April 2014, Pages 239–250
نویسندگان
, ,