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A New Mathematical Model for a Bi-objective Location Routing Problem Solved by A Multi-Objective Genetic Algorithm

عنوان مقاله: A New Mathematical Model for a Bi-objective Location Routing Problem Solved by A Multi-Objective Genetic Algorithm
شناسه ملی مقاله: JR_UJRSET-2-2_005
منتشر شده در شماره 2 دوره 2 فصل June در سال 1392
مشخصات نویسندگان مقاله:

Mahmoud Dehghanzadeh Sahi - M. Sc. student, Department of Information technology management, , Islamic Azad University, E-campus, Iran.
Abbas Toloie Eshlaghy - professor, Industrial management department, Science and Research Branch, Islamic Azad University, Tehran, Iran.
Mohamad Ali Afshar Kazemi - Associate Professor, Industrial management department,Tehran Markaz Branch, Islamic Azad University, Tehran, Iran.

خلاصه مقاله:
Location of warehouses and routing of vehicles are two essential key points in order to distribute perishable products properly. Poor location-routing tasks may cause tremendous losses. In this paper, a bi-objective mixed integer mathematical programming is proposed to reduce the total cost of thesupply chain and to balance the workload of distribution centers, concurrently. A multi-objective evolutionary algorithm called Non-Dominated Genetic Algorithm-II (NSGA-II) is customized to generate set of non-dominated solutions on Pareto front of the problem. The performance of proposedalgorithm and an efficient exact multi-objective method, called ε-constraint, is compared on several benchmark instances using several performance measurements. The analysis reveals the efficacy and applicability of proposed method.

کلمات کلیدی:
Location-Routing problem,Distribution of perishableproducts,NSGA-II ETM, ε -Constraint method

صفحه اختصاصی مقاله و دریافت فایل کامل: https://civilica.com/doc/334935/