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Implement Particle Swarm Optimization (PSO) #63

@eprifti

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@eprifti

Priority: Medium. Particles (models) move through feature space guided by personal best + global best. Needs discrete/binary PSO variant. Different dynamics from GA (no crossover) and ACO (no pheromone).

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