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The review of multilevel inverter utilization has been increased since the last decade. These new type of inverters are suitable in various high voltage and high power applications due to their ability to synthesize waveforms with better harmonic spectrum and faithful output. In this paper we study various methodologies for Selective harmonic elimination, PSO, and Genetic algorithm. Due to its higher quality solution including mathematical simplicity, fast convergence & robustness it has becomefatcat:4vb6cgo6ajabfpi3772rjph27a