این سایت در حال حاضر پشتیبانی نمی شود و امکان دارد داده های نشریات بروز نباشند
Journal of Industrial Engineering and Management Studies، جلد ۹، شماره ۱، صفحات ۸۱-۹۴
عنوان فارسی
چکیده فارسی مقاله
کلیدواژه‌های فارسی مقاله
عنوان انگلیسی A revised model for solving the Cell formation problem and solving by gray wolf optimization algorithm
چکیده انگلیسی مقاله The Cellular Manufacturing System (CMS) is one of the most efficient systems for production environments with high volume and product variety which takes advantage of group technology. In the cellular production system, similar parts called part families are assigned to a production cell having similar production methods, and the needed machines are dedicated to cells. Determining part families and allocating the necessary machines to the production cell is known as the Cell Formation Problem (CFP) which is known as an NP-Hard problem. Safaei and Tavakkoli-Moghaddam (2009a) proposed a model that is widely used in literature which suffers some killer weaknesses highly affecting subsequent researches. In this paper, the mentioned model is modified and revised to fix these major issues.  Besides, due to the NP-Hard nature of the problem, a meta-heuristic algorithm based on Gray Wolf Optimization (GWO) approach is also developed for solving the revised model on the sample examples and the results are compared. Simulation results indicated that the proposed method can reduce the total cost of the manufacturing system by 3% in comparison with the base model. Furthermore, simulation results of five sample problems indicate the better performance of the proposed method comparing with Lingo and PSO.
کلیدواژه‌های انگلیسی مقاله Cellular Manufacturing Systems,cell formation problem,gray wolf optimization algorithm,PSO
نویسندگان مقاله Neda Nikakhtar |
Department of Industrial Engineering, Islamic Azad university, Tabriz Branch.

Shahram Saeidi |
Department of Industrial Engineering, Islamic Azad university, Tabriz Branch.

نشانی اینترنتی https://jiems.icms.ac.ir/article_152901_ffcc7df7e2888f6bd9ba5e0272037e45.pdf
فایل مقاله فایلی برای مقاله ذخیره نشده است
کد مقاله (doi)
زبان مقاله منتشر شده en
موضوعات مقاله منتشر شده
نوع مقاله منتشر شده
برگشت به: صفحه اول پایگاه   |   نسخه مرتبط   |   نشریه مرتبط   |   فهرست نشریات