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Masoudi, Sahar, Mirzazadeh, Abolfazl. (1396). A Model Inventory / Production of Single Vendor and Single Buyer by Considering Shortage and Rate of Deterioration, Lead Time Uncertainty Based Approach the Dempster-Shafer Theory. , 51(4), 435-448. doi: 10.22059/jieng.2017.215072.1222
Sahar Masoudi; Abolfazl Mirzazadeh. "A Model Inventory / Production of Single Vendor and Single Buyer by Considering Shortage and Rate of Deterioration, Lead Time Uncertainty Based Approach the Dempster-Shafer Theory". , 51, 4, 1396, 435-448. doi: 10.22059/jieng.2017.215072.1222
Masoudi, Sahar, Mirzazadeh, Abolfazl. (1396). 'A Model Inventory / Production of Single Vendor and Single Buyer by Considering Shortage and Rate of Deterioration, Lead Time Uncertainty Based Approach the Dempster-Shafer Theory', , 51(4), pp. 435-448. doi: 10.22059/jieng.2017.215072.1222
Masoudi, Sahar, Mirzazadeh, Abolfazl. A Model Inventory / Production of Single Vendor and Single Buyer by Considering Shortage and Rate of Deterioration, Lead Time Uncertainty Based Approach the Dempster-Shafer Theory. , 1396; 51(4): 435-448. doi: 10.22059/jieng.2017.215072.1222

A Model Inventory / Production of Single Vendor and Single Buyer by Considering Shortage and Rate of Deterioration, Lead Time Uncertainty Based Approach the Dempster-Shafer Theory

Advances in Industrial Engineering
مقاله 6، دوره 51، شماره 4، فروردین 2018، صفحه 435-448    اصل مقاله (997.71 K)
نوع مقاله: Research Paper
شناسه دیجیتال (DOI): 10.22059/jieng.2017.215072.1222
نویسندگان
Sahar Masoudi؛ Abolfazl Mirzazadeh*
Department of Industrial Engineering, Kharazmi University, Tehran, Iran
چکیده
In the real world, there is much uncertainty. The stochastic, fuzzy, fuzzy-stochastic, and evince methods, have been used for considering these uncertain conditions. The fuzzy method, as the most common one, has been broadly used in this direction. Yet fuzzy may not consider all of the uncertain conditions, such as unassigned, incomplete and interval data. Therefore, using evidence theory has been considered as the proposed approach to issues that are the interval basis, and also it is suitable for low data. In this paper, a continuous inventory model is presented with a single vendor, and a single buyer in a state of shortage, where deterioration rate is considered for the goods, and the demand is used as a log-normal. Also, lead time and deterioration rate, are considered uncertain based on Dempster-Shafer theory. The proposed model objective is minimizing the inventory system’s total cost. The model is solved by several numerical examples, and finally, the sensitivity problem is analyzed.
کلیدواژه‌ها
Evidence theory؛ Integrated inventory model؛ Shortages؛ Uncertain lead time؛ Uncertain deterioration rate
عنوان مقاله [English]
ارائۀ یک مدل موجودی/ تولید تک‌فروشنده و تک‌خریدار در حالت کمبود با لحاظ‌کردن نرخ فساد و زمان سررسید در فضای عدم قطعیت مبتنی‌بر تئوری دمپستر شفر
نویسندگان [English]
سحر مسعودی؛ ابوالفضل میرزازاده
دانشجوی کارشناسی ارشد مهندسی صنایع، دانشکدة فنی و مهندسی، دانشگاه خوارزمی تهران
چکیده [English]
در دنیای واقعی، عدم قطعیت‌های بسیاری وجود دارد. روش‌های زیادی برای لحاظ‌کردن عدم قطعیت درنظر گرفته ‌شده است؛ از جمله روش‌های احتمالی، روش‌های فازی، روش‌های فازی-احتمالی و همچنین روش‌های مبتنی‌بر تئوری گواه. روش فازی یکی از متداول‌ترین روش‌ها در برخورد با پارامترهای غیرقطعی است. با این‌حال، مدل‌های فازی پاسخگوی تمامی حالات عدم قطعیت از جمله اطلاعات تخصیص‌نیافته، ناتمام و بازه‌ای نیستند. از این‌رو، به استفاده از تئوری گواه به‌عنوان روش پیشنهادی برای مسائلی که به‌صورت بازه‌ای است و با تعداد نمونة کم نیز پاسخگوی مسئله است، توجه شده است. در این پژوهش، یک مسئله مدل موجودی پیوسته با یک فروشنده و یک خریدار در حالت کمبود ارائه‌ شده است که در آن نرخ فساد برای کالا درنظر گرفته‌ شده و تقاضا به‌صورت لگ نرمال به‌کار رفته است. همچنین، زمان سررسید و نرخ فساد به‌صورت غیرقطعی از نوع مبتنی‌بر تئوری دمپستر-شفر (تئوری گواه) درنظر گرفته‌ شده است. هدف مدل پیشنهادی، حداقل‌کردن هزینة کل سیستم موجودی است. مدل مسئله با چندین مثال عددی حل‌ شده و در آخر به تحلیل حساسیت مسئله پرداخته‌ شده است.
کلیدواژه‌ها [English]
تئوری گواه, زمان تأمین غیرقطعی, کمبود, مدل موجودی یکپارچه, نرخ فساد غیرقطعی
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