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A Memetic Algorithm for Hybrid Flowshops with Flexible Machine Availability Constraints
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نویسنده
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Jolai Fariborz ,Zandieh Mostafa ,Naderi Bahman
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منبع
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journal of optimization in industrial engineering - 2009 - دوره : 2 - شماره : 3 - صفحه:59 -64
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چکیده
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This paper considers the problem of scheduling hybrid flowshops with machine availability constraints (mac) to minimize makespan. the paper deals with a specific case of mac caused by preventive maintenance (pm) operations. contrary to previous papers considering fixed or/and conservative policies, we explore a case in which pm activities might be postponed or expedited while necessary. regarding this flexibility in pm activities, we expect to obtain more efficient schedule. a simple technique is employed to schedule production jobs along with the flexible macs caused by pm. to solve the problem, we present a high performing metaheuristic based on memetic algorithm incorporating some advanced features. to evaluate the proposed algorithm, the paper compares the proposed algorithm with several wellknown algorithms taken from the literature. finally, we conclude that the proposed algorithm outperforms other algorithms.
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کلیدواژه
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Scheduling; Hybrid flowshops; sequence dependent setup times; machine availibility constraints; memetic algorithm
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آدرس
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university of tehran, College of Engineering, Department of Industrial Engineering, ایران, shahid beheshti university, Management and Accounting Faculty, Department of Industrial Management, ایران, amirkabir university of technology, Department of Indusrial Engineering, ایران
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Authors
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