What are some advanced techniques in Particle Swarm Optimization?
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What are some advanced techniques in Particle Swarm Optimization?
Advanced techniques in Particle Swarm Optimization (PSO) include adaptive PSO, multi-swarm PSO, and hybrid PSO with other algorithms.
Can you explain adaptive PSO in more detail?
Adaptive PSO adjusts the parameters dynamically based on the swarm's performance, improving convergence speed and solution quality.
What is multi-swarm PSO and how does it work?
Multi-swarm PSO divides the population into smaller swarms that explore different regions of the solution space, enhancing diversity.
How does hybrid PSO combine with other algorithms?
Hybrid PSO combines PSO with algorithms like Genetic Algorithms or Simulated Annealing to leverage their strengths for better optimization.
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