More recently, evolutionary approaches (a technique similar to GA) have been proposed by Hirabayashi et al. [14] for a flexible manufacturing system (FMS) and by Westkamper [15] for unequal department sizes. Baykasoglu and Gindy [16,17], Erle et al. [18,19] and McKendall and Shang [