Several modifications to the original PSO were developed to improve the solution quality, such as a combined PSO based on the previous global best and the current global best positions (El-Sherbiny, 2007), a modified algorithm for PSO with a constriction coefficient (El-Sherbiny, 2009), and a particle swarm inspired optimization algorithm without the velocity equation (El-Sherbiny, 2011).