Abstract
This paper is engrossed in the usage of metaheuristic optimization methods named the JAYA algorithm and the teacher learning based optimization (TLBO) algorithm, which deal with the objective function of the optimal power flow (OPF) problem. TLBO and Jaya are parameter-free algorithms, which reduce the complexity of algorithms. The objective function of this paper is to reduce the real power losses and maintain the voltages and tap positions within their limits. IEEE-39 bus system data is considered for the practice of the algorithms. The results obtained by using the JAYA algorithm show better progress in objective function reduction. This entire work is done in a MATLAB environment.
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