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International Journal of Engineering، جلد ۳۳، شماره ۱۱، صفحات ۲۲۸۵-۲۲۹۸
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| عنوان فارسی |
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| چکیده فارسی مقاله |
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| کلیدواژه‌های فارسی مقاله |
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| عنوان انگلیسی |
A Hybrid Genetic Algorithm for Integrated Production and Distribution Scheduling Problem with Outsourcing Allowed |
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| چکیده انگلیسی مقاله |
In this paper, we studied a new integrated production scheduling, vehicle routing, inventory and outsourcing problem. The production phase considers parallel machine scheduling including setup times with outsourcing allowed and the distribution phase considered batch delivery by a fleet of homogenous vehicles with respect to holding cost of completed jobs. The objective of the Mixed Integer Linear Programming (MILP) formulated model is to minimize the total costs including production, outsourcing, holding, tardiness and distribution fixed and variable costs. Due to the nondeterministic polynomial time (Np)-hardness of the problem, we derive a number of dominance properties for the optimal solution and combine them with a Genetic Algorithm (GA) to solve the problem. To assess the efficiency and effectiveness of the proposed hybrid algorithm, we conduct the computational study on randomly generated instances. Sensitivity analyses showed the impacts of the parameters on the objective function were incorporated. In order to evaluate the significance of the differences among the results obtained by GA and GADP one-tailed paired t tests were performed and interval plots were depicted. |
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| کلیدواژه‌های انگلیسی مقاله |
dominance properties,Hybrid genetic algorithm,Inventory,Outsourcing,Production scheduling,Vehicle routing |
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| نویسندگان مقاله |
L. Izadi |
Department of Industrial Engineering, University of Kurdistan, Sanandaj, Iran
F. Ahmadizar |
Department of Industrial Engineering, University of Kurdistan, Sanandaj, Iran
J. Arkat |
Department of Industrial Engineering, University of Kurdistan, Sanandaj, Iran
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| نشانی اینترنتی |
https://www.ije.ir/article_118853_61c30dd6f89f04e3f3f759e34acc4aef.pdf |
| فایل مقاله |
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| کد مقاله (doi) |
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| زبان مقاله منتشر شده |
en |
| موضوعات مقاله منتشر شده |
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