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Conference Papers Year : 2011

Visual analysis of population scatterplots

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Evelyne Lutton
Jean Louchet
  • Function : Author
  • PersonId : 914138
Jean-Daniel Fekete

Abstract

We investigate how visual analytic tools can deal with the huge amount of data produced during the run of an evolutionary algorithm. We show, on toy examples and on two real life problems, how a multidimensional data visualisation tool like ScatterDice/GraphDice can be easily used for analysing raw output data produced along the run of an evolutionary algorithm. Visual interpretation of population data is not used very often by the EA community for experimental analysis. We show here that this approach may yield additional high level information that is hardly accessible through conventional computation.
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Dates and versions

hal-00642307 , version 1 (17-11-2011)

Identifiers

  • HAL Id : hal-00642307 , version 1
  • PRODINRA : 244233

Cite

Evelyne Lutton, Julie Foucquier, Nathalie Perrot, Jean Louchet, Jean-Daniel Fekete. Visual analysis of population scatterplots. 10th Biannual International Conference on Artificial Evolution (EA-2011), Oct 2011, Angers, France. ⟨hal-00642307⟩
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