Model simplification for accelerating simulation-based evaluation of dispatching rules in wafer fabrication facilities

Tsung Che Chiang*

*此作品的通信作者

研究成果: 書貢獻/報告類型會議論文篇章

5 引文 斯高帕斯(Scopus)

摘要

Dispatching rules are widely used for scheduling of wafer fabrication facilities, and simulation is a popular tool for evaluation of rules. A main weakness of simulation is the long computation time. In this paper, we aim at simplifying the models of fabrication facilities to reduce simulation time and meanwhile keep the ability of evaluating rules correctly. We propose a metric to assess how well a simplified model evaluates rules and formulate the model simplification problem as a multiobjective optimization problem. We also develop an evolutionary algorithm to solve the formulated problem. Experimental results show that simplified models generated by the proposed algorithm can save half of simulation time and select high-performance rules.

原文英語
主出版物標題11th International Conference on Control, Automation, Robotics and Vision, ICARCV 2010
頁面2005-2011
頁數7
DOIs
出版狀態已發佈 - 2010 十二月 1
事件11th International Conference on Control, Automation, Robotics and Vision, ICARCV 2010 - Singapore, 新加坡
持續時間: 2010 十二月 72010 十二月 10

出版系列

名字11th International Conference on Control, Automation, Robotics and Vision, ICARCV 2010

其他

其他11th International Conference on Control, Automation, Robotics and Vision, ICARCV 2010
國家/地區新加坡
城市Singapore
期間2010/12/072010/12/10

ASJC Scopus subject areas

  • 人工智慧
  • 控制與系統工程

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