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Hybrid Meta-heuristic Algorithm for Task Assignment Problem
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نویسنده
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تارخ محمد جعفر ,یزدانی مهدی ,شریفی مانی ,مختاریان محمدنوید
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منبع
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journal of optimization in industrial engineering - 2011 - دوره : 4 - شماره : 7 - صفحه:45 -55
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چکیده
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Task assignment problem (tap) involves assigning a number of tasks to a number of processors in distributed computing systems and its objective is to minimize the sum of the total execution and communication costs, subject to all of the resource constraints. tap is a combinatorial optimization problem and np-complete. this paper proposes a hybrid meta-heuristic algorithm for solving tap in a heterogeneous distributed computing system. to compare our algorithm with previous ones, an extensive computational study on some benchmark problems was conducted. the results obtained from the computational study indicate that the proposed algorithm is a viable and effective approach for the tap.
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کلیدواژه
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Task assignment problem ,Heterogeneous distributed systems ,Hybrid meta-heuristic ,Simulated annealing algorithm ,Variable neighbourhood search algorithm
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آدرس
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دانشگاه صنعتی خواجه نصیرالدین طوسی, Associate Professor, Department of Industrial Engineering, K N Toosi University of Technology, Tehran, Iran, ایران, دانشگاه آزاد اسلامی واحد قزوین, Instructor, Department of industrial engineering, Qazvin Branch, Islamic Azad University, Qazvin, Iran, ایران, دانشگاه آزاد اسلامی واحد قزوین, Assistant Professor, Department of industrial engineering, Qazvin Branch, Islamic Azad University, Qazvin, Iran, ایران, دانشگاه آزاد اسلامی واحد علوم و تحقیقات تهران, PHD Student, Department of industrial engineering, Science and research Branch, Islamic Azad University, Tehran, Iran, ایران
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Authors
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