Rapid design optimization of antennas using space mapping and response surface approximation models |
| |
| Authors: | Slawomir Koziel Stanislav Ogurtsov |
| |
| Affiliation: | Engineering Optimization and Modeling Center, School of Science and Engineering, Reykjavik University, Menntavegur 1, Reykjavik, IS‐101 Iceland |
| |
| Abstract: | A computationally efficient method for design optimization of antennas is discussed. It combines space mapping, used as the optimization engine, and response surface approximation, used to create the fast surrogate model of the optimized antenna. The surrogate is configured from the response of the coarse‐mesh electromagnetic model of the antenna, and implemented through kriging interpolation. We provide a comprehensive numerical verification of this technique as well as demonstrate its capability to yield a satisfactory design after a few full‐wave simulations of the original structure. © 2011 Wiley Periodicals, Inc. Int J RF and Microwave CAE, 2011. |
| |
| Keywords: | computer‐aided design antenna design surrogate models response surface approximation kriging interpolation space mapping |
|
|
