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Modified bottleneck-based heuristic for large-scale job-shop scheduling problems with a single bottleneck 被引量:21

Modified bottleneck-based heuristic for large-scale job-shop scheduling problems with a single bottleneck
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摘要 A modified bottleneck-based (MB) heuristic for large-scale job-shop scheduling problems with a welldefined bottleneck is suggested, which is simpler but more tailored than the shifting bottleneck (SB) procedure. In this algorithm, the bottleneck is first scheduled optimally while the non-bottleneck machines are subordinated around the solutions of the bottleneck schedule by some effective dispatching rules. Computational results indicate that the MB heuristic can achieve a better tradeoff between solution quality and computational time compared to SB procedure for medium-size problems. Furthermore, it can obtain a good solution in a short time for large-scale jobshop scheduling problems. A modified bottleneck-based (MB) heuristic for large-scale job-shop scheduling problems with a welldefined bottleneck is suggested, which is simpler but more tailored than the shifting bottleneck (SB) procedure. In this algorithm, the bottleneck is first scheduled optimally while the non-bottleneck machines are subordinated around the solutions of the bottleneck schedule by some effective dispatching rules. Computational results indicate that the MB heuristic can achieve a better tradeoff between solution quality and computational time compared to SB procedure for medium-size problems. Furthermore, it can obtain a good solution in a short time for large-scale jobshop scheduling problems.
机构地区 Inst. of Automation
出处 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2007年第3期556-565,共10页 系统工程与电子技术(英文版)
基金 the National Natural Science Foundation of China (60274013 60474002) Shanghai Development Found for Science and Technology (04DZ11008).
关键词 job shop scheduling problem BOTTLENECK shifting bottleneck procedure. job shop scheduling problem, bottleneck, shifting bottleneck procedure.
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