کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
4949052 1439934 2017 11 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Simulation-based multi-objective model for supply chains with disruptions in transportation
ترجمه فارسی عنوان
مدل چند منظوره مبتنی بر شبیه سازی برای زنجیره های عرضه با اختلالات در حمل و نقل
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر هوش مصنوعی
چکیده انگلیسی
Unpredictable disruptions (e.g., accidents, traffic conditions, among others) in supply chains (SCs) motivate the development of decision tools that allow designing resilient routing strategies. The transportation problem, for which a model is proposed in this paper, consists of minimizing the stochastic transportation time and the deterministic freight rate. This paper extends a stochastic multi-objective minimum cost flow (SMMCF) model by proposing a novel simulation-based multi-objective optimization (SimMOpt) solution procedure. A real case study, consisting of the road transportation of perishable agricultural products from Mexico to the United States, is presented and solved using the proposed SMMCF-Continuous/SimMOpt solution framework. In this case study, time variability is caused by the inspection of products at the U.S.-Mexico border ports of entry. The results demonstrate that this framework is effective and overcomes the limitations of the multi-objective stochastic minimum cost flow problem (which becomes intractable for large-scale instances).
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Robotics and Computer-Integrated Manufacturing - Volume 43, February 2017, Pages 39-49
نویسندگان
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