Particle swarm optimization with selective particle regeneration for data clustering

► We present a novel algorithm developed based on particle swarm optimization. ► The algorithm contains particle regeneration operation. ► We apply this algorithm to data clustering problems. ► The proposed algorithm performs very well in the conducted numerical experiment.