Title :
Coupled computational intelligence and time-domain method for design of the microwave devices
Author :
Chu, Hong-Son ; Li, Er-Ping ; Liu, Enxiao ; Dubard, Jean-Lou
Author_Institution :
Inst. of High Performance Comput., Singapore
Abstract :
The coupled computational intelligence, in term of genetic algorithms and artificial neural networks, with the time-domain solver for design of the microwave devices is presented in this paper, where the coupled genetic algorithms with the time-domain solver is used for optimization and the artificial neural networks is used to surrogate the time-domain solver in design of the microwave components. This microstrip patch antenna and the microstrip meander line filter are used for evaluation of the performance of computational intelligence in design microwave devices.
Keywords :
genetic algorithms; microstrip antennas; microstrip filters; microstrip lines; microwave antennas; neural nets; time-domain analysis; artificial neural network; computational intelligence; genetic algorithm; microstrip meander line filter; microstrip patch antenna; microwave component; microwave device; time-domain method; Algorithm design and analysis; Artificial neural networks; Computational intelligence; Design methodology; Genetic algorithms; Microstrip antennas; Microstrip filters; Microwave devices; Microwave theory and techniques; Time domain analysis; Artificial neural networks; FDTD method; genetic algorithms; microwave filter and TLM method;
Conference_Titel :
Microwave Conference, 2006. APMC 2006. Asia-Pacific
Conference_Location :
Yokohama
Print_ISBN :
978-4-902339-08-6
Electronic_ISBN :
978-4-902339-11-6
DOI :
10.1109/APMC.2006.4429786
