Title :
Rotational design space reduction for cost-efficient multi-objective antenna optimization
Author :
Koziel, Slawomir ; Bekasiewicz, Adrian
Author_Institution :
Fac. of Electron., Telecommun. & Inf., Gdansk Univ. of Technol., Gdansk, Poland
Abstract :
Cost-efficient multi-objective design of antenna structures is presented. Our approach is based on design space reduction algorithm using auxiliary single-objective optimization runs and coordinate system rotation. The initial set of Pareto-optimal solutions is obtained by optimizing a response surface approximation model established in the reduced space using coarse-discretization EM simulation data. The optimization engine is multi-objective evolutionary algorithm (MOEA). The designs obtained by MOEA are subsequently refined by means of response correction techniques. Our approach is demonstrated using a planar UWB dipole antenna.
Keywords :
Pareto optimisation; dipole antennas; evolutionary computation; planar antennas; response surface methodology; ultra wideband antennas; MOEA; Pareto-optimal solutions; antenna structures; auxiliary single-objective optimization; coarse-discretization EM simulation data; coordinate system rotation; design space reduction algorithm; multiobjective antenna optimization; multiobjective evolutionary algorithm; planar UWB dipole antenna; response correction techniques; response surface approximation model; rotational design space reduction; Aerospace electronics; Approximation methods; Dipole antennas; Optimization; Ultra wideband antennas; Wireless communication; EM-driven design; Multi-objective optimization; antenna design; design space reduction; response correction; surrogate modeling;
Conference_Titel :
Antennas and Propagation (EuCAP), 2015 9th European Conference on
Conference_Location :
Lisbon