کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
383297 660815 2012 12 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Vehicle routing problem with time windows considering overtime and outsourcing vehicles
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر هوش مصنوعی
پیش نمایش صفحه اول مقاله
Vehicle routing problem with time windows considering overtime and outsourcing vehicles
چکیده انگلیسی

The vehicle routing problem with time windows (VRPTW) is an important problem in third-party logistics and supply chain management. We extend the VRPTW to the VRPTW with overtime and outsourcing vehicles (VRPTWOV), which allows overtime for drivers and the possibility of using outsourced vehicles. This problem can be applied to third-party logistics companies for managing central distributor-local distributors, local distributor-retailers (or customers), and manufacturers. We developed a mixed integer programming model, a genetic algorithm (GA), and a hybrid algorithm based on simulated annealing. The computational results demonstrate the efficiency of the developed algorithms. We also develop a decision support system for the VRPTWOV that is equipped with a vehicle route rescheduling function for realistic situations based on the GA.


► We model for the VRPTW with outsourcing vehicles and overtime (VRPTWOV).
► We develop a mixed integer programming, a GA, and a hybrid algorithm for the VRPTWOV.
► We develop a decision support system for the VRPTWOV based on the GA.
► The system can be a useful for the manager of the third party logistics companies.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Expert Systems with Applications - Volume 39, Issue 18, 15 December 2012, Pages 13202–13213
نویسندگان
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