Title :
Multi-objective design of UWB antennas using surrogate-based optimization
Author :
Koziel, Slawomir ; Ogurtsov, Stanislav
Author_Institution :
Eng. Optimization & Modeling Center, Reykjavik Univ., Reykjavik, Iceland
Abstract :
A procedure for multi-objective design of ultra-wideband (UWB) antennas is presented. The goal is to reduce the antenna size while ensuring that the matching requirements are satisfied. Our approach exploits the multi-objective evolutionary algorithm (MOEA) working with a fast surrogate model of the antenna obtained with kriging interpolation of coarse-discretization simulation data. Response correction techniques are subsequently applied to refine the designs obtained by MOEA. Our methodology allows us to obtain-at a low computational cost-a set of designs corresponding to various trade-offs between antenna size and matching.
Keywords :
evolutionary computation; optimisation; ultra wideband antennas; UWB antennas; antenna size; coarse-discretization simulation data; kriging interpolation; low computational cost; multiobjective evolutionary algorithm; surrogate-based optimization; ultrawideband antennas; Computational modeling; Optimization; Radio frequency; Reflection; Reflector antennas; Ultra wideband antennas;
Conference_Titel :
Antennas and Propagation Society International Symposium (APSURSI), 2013 IEEE
Conference_Location :
Orlando, FL
Print_ISBN :
978-1-4673-5315-1
DOI :
10.1109/APS.2013.6710766