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dc.contributor.authorArza, E. 
dc.contributor.authorCeberio, J.
dc.contributor.authorIrurozki, E.
dc.contributor.authorPérez, A. 
dc.date.accessioned2022-05-12T06:51:19Z
dc.date.available2022-05-12T06:51:19Z
dc.date.issued2022-07
dc.identifier.urihttp://hdl.handle.net/20.500.11824/1476
dc.description.abstractThe 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 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.en_US
dc.description.sponsorshipThe data science and artificial intelligence chair for digitalized industry and services, Telecom Paris, Institut Polytechnique de Paris, Research Groups 20192021 (IT1244-19), Spanish Ministry of Economy and Competitiveness, through the research project PID2019-106453GAI00/AEI/10.13039/501100011033.en_US
dc.formatapplication/pdfen_US
dc.language.isoengen_US
dc.rightsReconocimiento-NoComercial-CompartirIgual 3.0 Españaen_US
dc.rights.urihttp://creativecommons.org/licenses/by-nc-sa/3.0/es/en_US
dc.subjectfirst order stochastic dominanceen_US
dc.subjectbenchmarkingen_US
dc.subjectgraphical statisticsen_US
dc.titleImplementing the Cumulative Difference Plot in the IOHanalyzeren_US
dc.typeinfo:eu-repo/semantics/conferenceObjecten_US
dc.identifier.doi10.1145/3520304.3534050en_US
dc.relation.publisherversion10.1145/3520304.3534050en_US
dc.relation.projectIDES/1PE/SEV-2017-0718en_US
dc.relation.projectIDEUS/BERC/BERC.2018-2021en_US
dc.relation.projectIDEUS/ELKARTEKen_US
dc.rights.accessRightsinfo:eu-repo/semantics/openAccessen_US
dc.type.hasVersioninfo:eu-repo/semantics/acceptedVersionen_US
dc.journal.titleGECCO '22: Genetic and Evolutionary Computation Conferenceen_US


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Reconocimiento-NoComercial-CompartirIgual 3.0 España
Except where otherwise noted, this item's license is described as Reconocimiento-NoComercial-CompartirIgual 3.0 España