In this paper population size is varied from 20 -50 with step size of 10 i.e. 20, 30, 40 and 50 respectively for all test cases while iterations are changed from 20 to 100 with step size of 10. The steps of population size and number of iterations selection is discussed in detail for 30-bus test system.