Surrogate modeling of microwave filters’ response is discussed. In particular, kriging is used to model either the scattering parameters of the filter or the rational representation of the filter’s characteristics. Surrogate models for these two variants of kriging are validated in solving a microwave filter optimization problem. A clear advantage of surrogate models based on the rational representation over the models based on scattering parameters is shown.
Authors
- mgr inż. Natalia Leszczynska link open in new tab ,
- dr Selvakumar Ulaganathan,
- dr hab. inż. Adam Lamęcki link open in new tab ,
- Tom Dhaene,
- prof. dr hab. inż. Michał Mrozowski link open in new tab
Additional information
- DOI
- Digital Object Identifier link open in new tab 10.1109/nemo.2016.7561660
- Category
- Aktywność konferencyjna
- Type
- materiały konferencyjne indeksowane w Web of Science
- Language
- angielski
- Publication year
- 2016
Source: MOSTWiedzy.pl - publication "Kriging Models for Microwave Filters" link open in new tab