Multi-Swarm Optimization - Why PSO is better than other optimization techniques?

Having fewer tuning parameters is a big plus of PSO. Due to the high-dimensional search space, PSO converges to the global optimum exceedingly slowly, even if it discovers the ideal solution via particle interactions. Worst of all, it fails to deliver satisfactory results when confronted with complex and large datasets.