Support vector regression for the design of array antennas

The support vector regression (SVR) framework is proposed as the basis for a new antenna array synthesis technique suitable to solve practical problems with high accuracy using a more appropriate cost function for template-based specification handling. Two design examples are presented to show the efficiency of the proposed method.