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Particle Swarm Optimization - What are the problems with particle swarm optimization?
Answer
There are some difficulties associated with Particle Swarm Optimization (PSO). A sluggish convergence rate and the propensity to become stuck in local optima are the main problems. Dealing with high-dimensional situations also drastically reduces the algorithm's efficacy. Depending on the iteration, the particle motion speed in classical PSO might be either too slow or too rapid.
