The Decision Support System for the Resolution of Real-life Vehicle Routing and Scheduling Problem

Publish Year: 1385
نوع سند: مقاله ژورنالی
زبان: English
View: 115

This Paper With 14 Page And PDF Format Ready To Download

  • Certificate
  • من نویسنده این مقاله هستم

استخراج به نرم افزارهای پژوهشی:

لینک ثابت به این Paper:

شناسه ملی سند علمی:

JR_EIJH-14-1_003

تاریخ نمایه سازی: 21 اسفند 1403

Abstract:

In this paper, we investigate a decision support system (DSS) for the resolution of real-life vehicle routing and scheduling problem (VRSP). Scheduling the deliveries from a regional distribution centre (RDC) to large stores of a major fmcg retailer includes every possible vehicle routing complexity. Usual constraints that are seen are: size of the vehicle and the length of the driving day, loading feasibility of products in different parts of the vehicle, and also with various time windows. More importantly, in this scheduling decision-making is customer oriented, in which, Customer's value for the company is considered as one of the most important factors. The algorithms for the resolution of the distribution problems constitute a very important part of DSS. Therefore, a simulated annealing based algorithm has been developed to speed up the process by circumventing the need for the skeletal schedule.

Keywords:

Decision support system (DSS) , Vehicle routing and scheduling problem (VRSP) , simulated Annealing (SA) , سیستم پشتیبان تصمیم , مسیریابی و زمانبندی کامیون , سیمولیتد آنیلینگ(simulated annealing)

Authors

بابک سهرابی

Dept of Information Technology Management, Faculty of Management, University of Tehran