“…In order to overcome this negativity, researchers have intensified their efforts on artificial intelligence and evolutionary methods for determining the parameters of FACTS. There are some studies in the literature using these methods such as GA [7,8], PSO [8,9] non-linear interior point [10], fuzzy logic [5] and some hybrid methods created by combining a few of them [11,12,4]. But there is a main disadvantage that these methods doesn't exactly converge the local optimum and have huge computational time.…”