• DocumentCode
    2171207
  • Title

    Early Results from Metamorphic Testing of Epidemiological Models

  • Author

    Pullum, Laura L. ; Ozmen, Ozgur

  • Author_Institution
    Comput. Sci. & Eng. Div., Oak Ridge Nat. Lab., Oak Ridge, TN, USA
  • fYear
    2012
  • fDate
    14-16 Dec. 2012
  • Firstpage
    62
  • Lastpage
    67
  • Abstract
    The research reported in this paper is motivated by the need to validate models of disease spread. To date, reasoned confidence in the results of these models is complicated by the increasing complexity of the models and by their desired predictive use. As part of an overall approach to verification and validation of disease spread models, we investigate metamorphic testing. In this paper, we present early results of initial metamorphic testing on agent-based epidemiological models.
  • Keywords
    diseases; formal verification; medical computing; agent-based epidemiological models; disease spread model validation; disease spread model verification; metamorphic testing; model complexity; 1918 Spanish flu; Agent-based models; Epidemiological models; Metamorphic testing; Verification;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    BioMedical Computing (BioMedCom), 2012 ASE/IEEE International Conference on
  • Conference_Location
    Washington, DC
  • Print_ISBN
    978-1-4673-5495-0
  • Type

    conf

  • DOI
    10.1109/BioMedCom.2012.17
  • Filename
    6516430