Title :
Fast multi-objective antenna design through variable-fidelity EM simulations
Author :
Koziel, Slawomir ; Bekasiewicz, Adrian ; Zieniutycz, W.
Author_Institution :
Sch. of Sci. & Eng., Reykjavik Univ., Reykjavik, Iceland
Abstract :
A technique for fast multi-objective antenna optimization is introduced. A kriging interpolation surrogate constructed from sampled coarse-mesh EM simulations is utilized by multi-objective evolutionary algorithm (MOEA) to obtain the initial Pareto front approximation. The surrogate is defined in a subset of the original design space, determined by means of independently optimized individual objectives. Response correction techniques are subsequently used to refine the designs selected from the initial Pareto set. Our approach is demonstrated using a planar UWB dipole antenna.
Keywords :
Pareto optimisation; dipole antennas; evolutionary computation; interpolation; planar antennas; statistical analysis; ultra wideband antennas; MOEA; Pareto front approximation; Pareto set; kriging interpolation; multiobjective antenna design; multiobjective antenna optimization; multiobjective evolutionary algorithm; planar UWB dipole antenna; response correction; sampled coarse-mesh EM simulations; variable-fidelity EM simulations; Dipole antennas; Evolutionary computation; Interpolation; Optimization; Ultra wideband antennas; EM-driven design; Multi-objective design; antenna optimization; design space reduction; surrogate modeling;
Conference_Titel :
Antenna Technology and Applied Electromagnetics (ANTEM), 2014 16th International Symposium on
Conference_Location :
Victoria, BC
DOI :
10.1109/ANTEM.2014.6887696