• DocumentCode
    1610932
  • Title

    Evaluation of Accuracy of Surrogate Models

  • Author

    Balewski, Lukasz ; Mrozowski, Michal

  • Author_Institution
    Gdansk Univ. of Technol., Gdansk
  • fYear
    2006
  • Firstpage
    977
  • Lastpage
    980
  • Abstract
    This paper presents a statistical approach to evaluation of accuracy of surrogate models. A measure of accuracy based on a distribution of errors is introduced. Two issues are discussed: validation of model accuracy and verification of stopping criteria in automatic model generation algorithms exploiting reflective exploration.
  • Keywords
    error statistics; microwave circuits; statistical analysis; automatic model generation algorithm; error statistics; microwave circuits; statistical approach; surrogate model; Analytical models; Circuit simulation; Circuit synthesis; Costs; Cutoff frequency; Electronic equipment testing; Interpolation; Iris; Microwave circuits; Optimization methods;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Microwaves, Radar & Wireless Communications, 2006. MIKON 2006. International Conference on
  • Conference_Location
    Krakow
  • Print_ISBN
    978-83-906662-7-3
  • Type

    conf

  • DOI
    10.1109/MIKON.2006.4345348
  • Filename
    4345348
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=1610932