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  • 标题:ACVIZ: A tool for the visual analysis of the configuration of algorithms with irace
  • 本地全文:下载
  • 作者:Marcelo de Souza ; Marcus Ritt ; Manuel López-Ibáñez
  • 期刊名称:Operations Research Perspectives
  • 印刷版ISSN:2214-7160
  • 电子版ISSN:2214-7160
  • 出版年度:2021
  • 卷号:8
  • 页码:1-9
  • DOI:10.1016/j.orp.2021.100186
  • 语种:English
  • 出版社:Elsevier
  • 摘要:Highlights•A tool for the visual analysis of the automatic configuration of algorithms.•Graphical representations of the training and test phases of irace runs.•Exemplary case studies of visually identifying problems in configuration scenarios.AbstractThis paper introducesacviz, a tool that helps to analyze the automatic configuration of algorithms withirace. It provides a visual representation of the configuration process, allowing users to extract useful information, e.g. how the configurations evolve over time. When test data is available,acvizalso shows the performance of each configuration on the test instances. Using this visualization, users can analyze and compare the quality of the resulting configurations and observe the performance differences on training and test instances.
  • 关键词:KeywordsAlgorithm configurationParameter tuningirace
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