To eliminate the harmonics, Selective Harmonics Elimination Pulse Width Modulation technique is used for a better power quality output. For improving efficiency of multilevel inverter, harmonics has to be eliminated. This paper aims to extend the knowledge about the performance enhancement of cascaded multilevel inverter by using heuristic optimization methods.