I. Introduction
Compared with the traditional manual design of antenna, evolutionary method can automatically search the design space and find new antennas which is more effective and practical. Antenna has begun to be designed by using evolutionary algorithms in about 1990, [1] [2]. Evolvable antenna research has been improved rapidly along with the development of evolutionary algorithms and electromagnetic simulators [1] evolved thinned antenna. [2]. automatically designed wire antenna. [3] evolved quadrifilar helical antenna [4] [5]. successfully evolved twisted helical antennas for NASA's satellite communication mission [6]. employed multiobjective genetic algorithm to design antennas Recently [7], used evolutionary algorithm driven by machine learning techniques to evolve antennas.