Title :
An Enhanced Ellipsoid Method for Electromagnetic Devices Optimization and Design
Author :
Vieira, D. A Gomes ; Lisboa, A.C. ; Saldanha, R.R.
Author_Institution :
ENACOM-Handcrafted Technol., Belo Horizonte, Brazil
Abstract :
This paper proposes a novel ellipsoid method for the optimization of electromagnetic constrained problems. Unlike the classical method, which can apply only one cut per iteration, this novel algorithm can employ multiple cuts simultaneously. This improves the convergence rate while preserving all theoretical guarantees of the original method. The design of modelled reflector antennas for optimal coverage of the Brazilian, Chinese, and American territories is presented. These problems have 38 control variables and numerous constraints (18, 11, and 12). Several results are presented for the enhanced and classical ellipsoid methods, as well as for stochastic algorithms. They assert the efficiency of the introduced technique.
Keywords :
electromagnetic devices; optimisation; reflector antennas; electromagnetic constrained problem; electromagnetic device design; electromagnetic device optimization; ellipsoid method; reflector antenna; stochastic algorithm; Constraint optimization; Convergence; Design optimization; Electromagnetic devices; Ellipsoids; Immune system; Optimization methods; Particle swarm optimization; Reflector antennas; Stochastic processes; Ellipsoid method; immune system; non-differentiable; optimization; particle swarm optimization; reflector antenna;
Journal_Title :
Magnetics, IEEE Transactions on
DOI :
10.1109/TMAG.2010.2042582