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This paper presents a comparison between two proposed approaches for optimization of power of a solar PV panel. The algorithms are used for the tuning of PID controller parameters. The PID controller will set the duty cycle of the boost converter to give maximum power at load. The algorithms are written in the manuscript file of MATLAB to work in sync with the closed loop model of PV panel in SIMULINK.fatcat:gnvbft5uqjg4xboucj6ihvs4su