ACVIZ: A Tool for the Visual Analysis of the Configuration of Algorithms with irace

Marcelo Lopes De Souza, Marcus Ritt, Manuel López-Ibáñez, Leslie Pérez Cáceres

Research output: Contribution to journalArticlepeer-review

Abstract

This paper introduces acviz, a tool that helps to analyze the automatic configuration of algorithms
with irace. 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, acviz
also 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.
Original languageEnglish
Article number100186
JournalOperations Research Perspectives
Volume8
DOIs
Publication statusPublished - 2021

Keywords

  • Algorithm configuration
  • Parameter tuning
  • irace

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