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文章基本信息

  • 标题:Complexity Indicators applied to the Job Shop Scheduling Problem to discriminate the best Algorithm
  • 本地全文:下载
  • 作者:Jorge A. Ruiz-Vanoye ; Ocotlán Díaz-Parra ; José C. Zavala-Díaz
  • 期刊名称:International Journal of Combinatorial Optimization Problems and Informatics
  • 印刷版ISSN:2007-1558
  • 电子版ISSN:2007-1558
  • 出版年度:2011
  • 卷号:2
  • 期号:3
  • 页码:25-31
  • 语种:English
  • 出版社:International Journal of Combinatorial Optimization Problems and Informatics
  • 其他摘要:In this paper, we propose the application of discriminant analysis to select appropriately the algorithm that better solves an instance of the Job Shop Scheduling Problem. The discriminant analysis was used as a method of machine learning to find the relation between the characteristics of the problem (complexity indicators) and the performance of algorithms. The prediction of the classification obtained of the discriminant analysis was 60%.
  • 关键词:JSSP; discriminant analysis; complexity indicators
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