Particle swarm optimization (PSO) is introduced by Kennedy and Eberhart in 1995 [1], it is a population based evolutionary optimization and inspired by the collective behaviors of birds. It has already been shown that PSO has ever since turned out to be a competitor in performance with other evolutionary algorithms. The loss of diversity in
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