I. Introduction
Antenna design problem is usually a kind of complex optimization problem. For example, the satellite antenna design problem of ST5(NASA ST5[1]) by NASA(National Aeronautics and Space Administration), set up an optimization model, which is according to the design requirement (as shown in Table.1), very complex, it's a nonlinear, multivariable, multiple-objective and constrained conditions optimization problem. To solve this kind of complex problems, the traditional algorithm is proved powerless. But the evolutionary algorithm which simulates the nature evolution process has potential advantages. In the mid 1990's, the evolutionary algorithm is applied to antenna design and optimization. For example, Haupt [3] designed an antenna array, Altshuler and Linden [4] designed a wire antenna, Jason etc. [5] designed an antenna and successes used in miniature satellites. In recent years, evolutionary antenna is still a hot topic in the antenna design research and the intelligent computing area [6–10].