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文章基本信息

  • 标题:Optimizing Production Schedules and Energy Consumption with an Evolutionary Algorithm
  • 本地全文:下载
  • 作者:Bogdan Filipic
  • 期刊名称:Informatica
  • 印刷版ISSN:1514-8327
  • 电子版ISSN:1854-3871
  • 出版年度:2004
  • 卷号:28
  • 期号:4
  • 页码:353-357
  • 出版社:The Slovene Society Informatika, Ljubljana
  • 摘要:We present an evolutionary algorithm approach to schedule optimization for a group of production lines in a car factory. Schedules are evaluated with respect to the energy consumption over peak demand periods, while the task is to minimize the energy costs by appropriately scheduling the interruptions of processes on the lines. Tests on real problem instances show this approach gives near-optimal schedules in acceptable time
  • 关键词:evolutionary algorithm; production scheduling; energy consumption; peak energy demand; cost minimization; automobile industry
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