In this paper

a novel simplex genetic algorithm is proposed combining the simplex algorithm with the traditional genetic algorithm

based on analyzing the engineering optimization problems of broadcasting beamforming weights reverse solution in smart antenna application.The purpose of automatic solution is gotten through the concrete application.At the same time

this algorithm presented can also be used in other optimization problems

such as network planning and network optimization.