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Communication Dans Un Congrès Année : 2022

Implementing the cumulative difference plot in the IOHanalyzer

Résumé

The IOHanalyzer is a web-based framework that enables an easy visualization and comparison of the quality of stochastic optimization algorithms. IOHanalyzer offers several graphical and statistical tools analyze the results of such algorithms. In this work, we implement the cumulative difference plot in the IOHanalyzer. The cumulative difference plot [1] is a graphical approach that compares two samples through the first-order stochastic dominance. It improves upon other graphical approaches with the ability to distinguish between a small magnitude of difference and high uncertainty

Domaines

Calcul [stat.CO]

Dates et versions

hal-04253784 , version 1 (23-10-2023)

Identifiants

Citer

Etor Arza, Josu Ceberio, Ekhiñe Irurozki, Aritz Pérez. Implementing the cumulative difference plot in the IOHanalyzer. GECCO '22: Genetic and Evolutionary Computation Conference, Jul 2022, Boston Massachusetts, United States. pp.11-12, ⟨10.1145/3520304.3534050⟩. ⟨hal-04253784⟩
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