Title :
Design of planar thinned arrays using a Boolean differential evolution algorithm
Author :
Zhang, Leiqi ; Jiao, Yong-Chang ; Weng, Z.-B. ; Zhang, F.-S.
Author_Institution :
Nat. Key Lab. of Antennas & Microwave Technol., Xidian Univ., Xi´an, China
fDate :
12/1/2010 12:00:00 AM
Abstract :
As a very powerful optimisation approach, differential evolution algorithm for continuous optimisation problems has been applied to electromagnetic (EM) design problems. However, the optimisation of a thinned array can be formulated as a discrete-variable optimisation problem with solutions encoded as binary strings. Here, a Boolean differential evolution (BDE) algorithm for 0-1 integer programming problems is proposed to design planar thinned arrays with minimum sidelobe levels. The BDE algorithm with only one control parameter is easily implemented. Meanwhile, a fast Fourier transform is employed to speed up the calculation of the pattern. Numerical experiments show that the BDE algorithm is an effective technique.
Keywords :
antenna arrays; evolutionary computation; fast Fourier transforms; integer programming; 0-1 integer programming problems; Boolean differential evolution algorithm; binary strings; discrete-variable optimisation problem; fast Fourier transform; planar thinned arrays;
Journal_Title :
Microwaves, Antennas & Propagation, IET
DOI :
10.1049/iet-map.2009.0630