In this article, the Improved Mayfly Algorithm (IMA) is used as an upgraded form of (MA), featuring simulated binary crossover and polynomial mutation operators replacing arithmetic standard distribution MA. With MA, IMA's achievements significance are acknowledged. The algorithms achieve a final best solution for investigated objective functions optimal power flow problem in deregulated electr...