This paper reports on the synthesis of newly introduced conformal shaped Triangular Prism Antenna array (TPA). For the generation of multi beam pattern, Flower Pollination algorithm (FPA) is used. To get the beam in an azimuthal plane at 00 and 1800, optimization is done by varying various controlling parameters such as antenna excitation, the distance between antenna elements and the number of antenna elements. Finally, TPA MATLAB simulation result is compared with Computer Simulation Technology (CST) Studio, which portraits that TPA mathematical analysis is done properly.