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
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;
Conference_Titel :
Antennas and Propagation (ISAP), 2014 International Symposium on
Conference_Location :
Kaohsiung
DOI :
10.1109/ISANP.2014.7026581