Application of fuzzy genetic algorithm to the problem of synthesizing circular microstrip antenna elements with thick substrates

Fuzzy genetic algorithm (FGA) is applied to the problem of synthesizing a probe-fed circular microstrip antenna element with thick substrate taking resonant frequency, gain, bandwidth and input impedance of the antenna element into consideration simultaneously. The results obtained by FGA are compared with the results obtained by classical genetic algorithm (CGA).