ABSTRACT: Harmony search is meta-heuristic optimization algorithm. It was inspired by the observation that the aim of music is to search for a perfect state of harmony. A drawback of the harmony search algorithm cannot find the global minimum easily and becomes very slow near the minimum points, moreover an exhaustive search method should be implemented around the minimum points to get high accuracy. Therefore a modified quantum search algorithm is suggested to handle the candidates points. The