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Glowworm Swarm Optimization - What is the drawback of swarm intelligence?


Swarm intelligence optimization algorithms have a significant drawback, they are susceptible to premature convergence and lack robust local optimization capabilities. Consequently, the neighborhood search algorithm can only yield the local optimum solution.