DocumentCode
250613
Title
High-speed, automatic and optimal design of microwave filter using genetic algorithms
Author
Otani, Hajime ; Yamaguchi, Satarou ; Maeda, Yuji ; Omiya, Manabu
Author_Institution
Grad. Sch. of Inf. Sci. & Technol., Hokkaido Univ., Sapporo, Japan
fYear
2014
fDate
2-5 Dec. 2014
Firstpage
163
Lastpage
164
Abstract
Automatic design optimizations using the evolutional computing such as genetic algorithms (GAs) are applied to many practical problems. However, it is necessary to speed up calculations by a parallel processing technique since evaluations of fitness in GA take much time. In this paper, we discuss two kinds of genetic algorithm, parameter-free GA and micro-GA, whose parallelization are proposed and compared with each other for the automatic and optimal design of dichroic filters using the finite-difference time-domain technique.
Keywords
finite difference time-domain analysis; genetic algorithms; microwave filters; optical filters; parallel processing; evolutional computing; fitness evaluation; genetic algorithm; high-speed microwave filter automatic optimal design optimization; microGA; parallel processing technique; parameter-free GA; Finite difference methods; Genetic algorithms; Microwave filters; Numerical models; Parallel processing; Time-domain analysis; FDTD technique; dichroic filter; evolutionary computing; genetic algorithm; parallel processing;
fLanguage
English
Publisher
ieee
Conference_Titel
Antennas and Propagation (ISAP), 2014 International Symposium on
Conference_Location
Kaohsiung
Type
conf
DOI
10.1109/ISANP.2014.7026581
Filename
7026581
Link To Document