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International Journal of Industrial Engineering and Productional Research-، جلد ۳۰، شماره ۴، صفحات ۰-۰
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عنوان انگلیسی A New Mathematical Model for Integration of Cell Formation with Machine Layout and Cell Layout by Considering Alternative Process Routing Reliability; A Novel Hybrid Metaheuristic
چکیده انگلیسی مقاله There is still a great deal of attention in cellular manufacturing systems and proposing capable metaheuristics to better solve these complicated optimization models. In this study, machines are considered unreliable that life span of them follows a Weibull distribution. The intra and inter-cell movements for both parts and machines are determined using batch sizes for transferring parts are related to the distance traveled through a rectilinear distance. The objectives minimize the total cost of parts relocations and maximize the processing routes reliability due to alternative process routing. To solve the proposed problem, Genetic Algorithm (GA) and two recent nature-inspired algorithms including Keshtel Algorithm (KA) and Red Deer Algorithm (RDA) are employed. In addition, the main innovation of this paper is to propose a novel hybrid metaheuristic algorithm based on the benefits of aforementioned algorithms. Some numerical instances are defined and solved by the proposed algorithms and also validated by the outputs of exact solver. A real case study is also utilized to validate the proposed solution and modeling algorithms. The results indicate that the proposed hybrid algorithm is more appropriate than the exact solver and outperforms the performance of individual ones.
کلیدواژه‌های انگلیسی مقاله
نویسندگان مقاله | Amir-Mohammad Golmohammadi
Department of Industrial Engineering, Yazd University, Yazd, Iran.


| Mahboobeh Honarvar
Department of Industrial Engineering, Yazd University, Yazd, Iran.


| Guangdong Guangdong
School of Mechanical Engineering, Shandong University, Jinan 250061, China


| Reza Tavakkoli-Moghaddam
School of Industrial Engineering, College of Engineering, University of Tehran, Tehran, Iran


| Hasan Hosseini-Nasab
Department of Industrial Engineering, Yazd University, Yazd, Iran.
نشانی اینترنتی http://ijiepr.iust.ac.ir/browse.php?a_code=A-10-813-1&slc_lang=en&sid=1
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