Data exploration with reflective adaptive models
Computational Statistics & Data Analysis
Sequential design and rational metamodelling
WSC '05 Proceedings of the 37th conference on Winter simulation
ICCS'03 Proceedings of the 2003 international conference on Computational science: PartII
Hi-index | 0.00 |
A smart adaptive algorithm is presented to model the spectral response of general passive planar electrical structures over a frequency range of interest, based on a limited number of data samples. Rational (pole-zero) functions are used to model and interpolate the S-parameter data obtained through full-wave electro-magnetic simulations. The adaptive algorithm doesn't require any a priori knowledge of the dynamics of the system to select an appropriate sample distribution and an appropriate model complexity.