Glowworm Swarm Optimization - What are the disadvantages of swarm intelligence?

Despite its potential, swarm intelligence does have certain limitations. These include convergence issues, as some algorithms may find it challenging to converge on the most optimal solutions, particularly in intricate problem spaces. Additionally, the performance of these algorithms can be highly sensitive to their parameters, necessitating meticulous tuning.