“…Many advanced forms of AGC schemes have been witnessed by using intelligent concepts, such as neural networks, 17‐19 fuzzy logic, 20‐22 particle swarm optimization, 23‐25 genetic algorithm (GA), 9,26‐33 honey bee algorithms, 34 gravitational search algorithm, 35,36 BAT algorithms, 37,38 Jaya algorithm, 39,40 whale algorithm 41 , fruit fly algorithm, 42 and so on, which are very effective and efficient in AGC controller design rather than using conventional AGC design techniques. Recently, few works have addressed some deficiencies in GA performance due to premature convergence of this algorithm, which downgrades its search capability 43…”