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This paper presents the cascade PI controllers design for a boost converter using an adaptive tabu search algorithm. The dynamic model of the power electronic system derived from the generalized state-space averaging method is used as an objective function instead of the model from software packages. intensive time-domain simulation results show that the offered methods can provide a better response to the output voltage of the boost converter than the conventional method. In terms of the faster rise-time and settling time and lesser percent overshoot, which were 1.44 seconds, 2 seconds, and 0 percent, respectively.sAlso, this approach is useful and flexible for electrical engineerg to design a controller of power electronic systems with good performancs. [ABSTRACT FROM AUTHOR]