Title :
Antenna optimal design incorporating with neural networks and FDTD
Author :
Wang, Yong ; Langdon, Scott
Author_Institution :
Remcom Inc., State College, PA, USA
Abstract :
In this paper, we implement the particle swarm optimisation or genetic algoritms combined with the artificial neural networks and Remcom´s XFdtdreg. The combined technique is used for various antenna optimization examples and the results show that this combined technique is effective and efficient, and it can also be applied to other microwave circuit designs.
Keywords :
antennas; finite difference time-domain analysis; genetic algorithms; neural nets; particle swarm optimisation; Remcom´s XFdtd; antenna optimization; artificial neural networks; finite difference time-domain analysis; genetic algoritms; particle swarm optimisation; Artificial neural networks; Circuit synthesis; Design optimization; Finite difference methods; Genetics; Microwave antennas; Microwave theory and techniques; Neural networks; Particle swarm optimization; Time domain analysis;
Conference_Titel :
Antennas and Propagation Society International Symposium, 2009. APSURSI '09. IEEE
Conference_Location :
Charleston, SC
Print_ISBN :
978-1-4244-3647-7
DOI :
10.1109/APS.2009.5171495
