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Journal of Industrial and Systems Engineering، جلد ۴، شماره ۴، صفحات ۲۰۹-۲۲۳
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عنوان انگلیسی An Efficient Algorithm to Solve Utilization-based Model for Cellular Manufacturing Systems
چکیده انگلیسی مقاله The design of cellular manufacturing system (CMS) involves many structural and operational issues. One of the important CMS design steps is the formation of part families and machine cells which is called cell formation. In this paper, we propose an efficient algorithm to solve a new mathematical model for cell formation in cellular manufacturing systems based on cell utilization concept. The proposed model is to minimize the number of voids in cells to achieve higher cell utilization. The proposed model is a non-linear model which cannot be optimally solved. Thus, a linearization approach is used and the linearized model is then solved by linear optimization software. Even after linearization, the large-sized problems are still difficult to solve, therefore, a Simulated Annealing method is developed. To verify the quality and efficiency of the SA algorithm, a number of test problems with different sizes are solved and the results are compared with solutions obtained by Lingo 8 in terms of objective function values and computational time.
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نویسندگان مقاله کاوه fallahalipour |
mapna turbine engineering amp;amp; manufacturing co. tuga , p.o.box 15875-5643, tehran, iran

ایرج مهدوی |
department of industrial engineering, mazandaran university of science and engineering, babol, iran
سازمان اصلی تایید شده: دانشگاه مازندران (Mazandaran university)

رامین شمسی |
department of industrial and management systems engineering, university of nebraska-lincoln, lincoln, nebraska, usa

محمد مهدی پایدار | mohammad mahdi
department of industrial engineering, mazandaran university of science and engineering, babol, iran
سازمان اصلی تایید شده: دانشگاه مازندران (Mazandaran university)

نشانی اینترنتی http://www.jise.ir/article_4033_ca9b73afbf94b12ae3d4c31024bc5dc1.pdf
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زبان مقاله منتشر شده en
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