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dc.contributor.authorHelbig, Mardé
dc.date.accessioned2021-01-29T02:54:08Z
dc.date.available2021-01-29T02:54:08Z
dc.date.issued2018
dc.identifier.isbn978-1-4503-5764-7en_US
dc.identifier.doi10.1145/3205651.3208314en_US
dc.identifier.urihttp://hdl.handle.net/10072/401553
dc.description.abstractThis paper proposes different visualisation techniques to understand the behaviour of an algorithm's entities during the search process when solving multi-objective optimisation problems. A scatter plot is used to highlight the Pareto-ranking of the entities during the search. Different fronts of the entities are indicated through the ball sizes of the scatter plot. Using a parallel coordinate plot for visualising the effect of control parameter values on the performance of an algorithm is also proposed. Possible extensions for dynamic multi-objective optimisation are also discussed.en_US
dc.description.peerreviewedYesen_US
dc.publisherAssociation for Computing Machinery (ACM)en_US
dc.relation.ispartofconferencenameGenetic and Evolutionary Computation Conference Companion (GECCO 2018)en_US
dc.relation.ispartofconferencetitleGECCO' 18 Companion: Proceedings of the 2018 Genetic and Evolutionary Computation Conference Companionen_US
dc.relation.ispartofdatefrom2018-07-15
dc.relation.ispartofdateto2018-07-19
dc.relation.ispartoflocationKyoto, Japanen_US
dc.relation.ispartofpagefrom1560en_US
dc.relation.ispartofpageto1561en_US
dc.subject.fieldofresearchComputer-Human Interactionen_US
dc.subject.fieldofresearchComputation Theory and Mathematicsen_US
dc.subject.fieldofresearchcode080602en_US
dc.subject.fieldofresearchcode0802en_US
dc.titleVisualising the search process for multi-objective optimisationen_US
dc.typeConference outputen_US
dc.type.descriptionE1 - Conferencesen_US
dcterms.bibliographicCitationHelbig, M, Visualising the search process for multi-objective optimisation, GECCO' 18 Companion: Proceedings of the 2018 Genetic and Evolutionary Computation Conference Companion, 2018, pp. 1560-1561en_US
dc.date.updated2021-01-29T02:53:10Z
gro.hasfulltextNo Full Text
gro.griffith.authorHelbig, Mardé


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