کد مقاله | کد نشریه | سال انتشار | مقاله انگلیسی | نسخه تمام متن |
---|---|---|---|---|
6857599 | 665570 | 2015 | 25 صفحه PDF | دانلود رایگان |
عنوان انگلیسی مقاله ISI
A fixed-charge transportation problem in two-stage supply chain network in Gaussian type-2 fuzzy environments
ترجمه فارسی عنوان
یک مشکل حمل بار ثابت در شبکه دو مرحله ای زنجیره تامین در محیط های فازی گاوس نوع 2
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کلمات کلیدی
زنجیره تامین، حمل بار ثابت، الگوریتم ژنتیک، بهینه سازی ذرات ذرات، متغیرهای فازی گاوسی نوع 2،
موضوعات مرتبط
مهندسی و علوم پایه
مهندسی کامپیوتر
هوش مصنوعی
چکیده انگلیسی
This paper presents two mathematical models representing imprecise capacitated fixed-charge transportation problems for a two-stage supply chain network in Gaussian fuzzy type-2 environment. It is a two-stage transportation process from a manufacturing center to m potential distribution centers (DCs) and then from DCs to business centers of n retailers with particular demands. Retailers are situated at some distances apart. Here unit transportation costs, fixed charges, availabilities, and demands are imprecise and represented by Gaussian type-2 fuzzy numbers. The proposed models are formulated as profit maximization problems in such a way that some DCs are selected in order to satisfy the demands at all retailers. The type-2 fuzziness has been removed by using generalized credibility measure developed with the help of CV-based reduction method and hence the models are reduced to chance constrained programming problems with different credibility labels. The deterministic models are then solved using both genetic algorithm (GA) based on Roulette wheel selection, arithmetic crossover with uniform mutation and modified particle swarm optimization (PSO), where the position of each particle is adjusted according to its own experience and that of its neighbors. Finally models are illustrated with some numerical data. Some sensitivity analyses on the proposed models are presented.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Information Sciences - Volume 325, 20 December 2015, Pages 190-214
Journal: Information Sciences - Volume 325, 20 December 2015, Pages 190-214
نویسندگان
Sutapa Pramanik, Dipak Kumar Jana, S.K. Mondal, M. Maiti,