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Title: A tabu search algorithm for a flexible flow line with unrelated parallel machines and with a bottleneck stage
Authors: Chen, Chun-Lung;Chen, Chuen-Lung
Contributors: 資管系
Keywords: Bottleneck;Computational experiment;Effectiveness and efficiencies;Flexible flow line;Makespan;Tabu search algorithms;Traditional Tabu searches;Unrelated parallel machines;Industrial engineering;Learning algorithms;Scheduling algorithms;Simulated annealing;Tabu search;Problem solving
Date: 2006
Issue Date: 2015-07-21 15:06:11 (UTC+8)
Abstract: The problem considered in this paper is a flexible flow line with a multiple serial stages, where there are one or more unrelated parallel machines at each stage and there exists a bottleneck stage in the system. The objective of the scheduling problem is to minimize makespan. A bottleneck-based tabu search algorithm is proposed to solve the problem. In order to achieve maximum effectiveness and efficiency of the tabu search algorithm, an efficient bottleneck-focused initial solution and a candidate list strategy are examined in the algorithm. To evaluate the performance of the suggested tabu search algorithm, a traditional tabu search algorithm is investigated for comparison purposes and computational experiments are performed on randomly generated test problems. Results show that the proposed bottleneck-based tabu search algorithm performs well.
Relation: 36th International Conference on Computers and Industrial Engineering, ICC and IE 2006, Pages 568-574
Data Type: conference
Appears in Collections:[資訊管理學系] 會議論文

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