GuASPSO: a new approach to hold a better exploration-exploitation balance in PSO algorithm.
Farshad RezaeiHamid Reza SafaviPublished in: Soft Comput. (2020)
Keyphrases
- pso algorithm
- exploration exploitation
- particle swarm optimization
- active learning
- global optimization
- particle swarm optimization pso
- bandit problems
- reinforcement learning
- particle swarm optimization algorithm
- convergence speed
- test functions
- faster convergence
- particle swarm optimisation
- relevance feedback
- premature convergence
- particle swarm
- inertia weight
- adaptive particle swarm optimization
- genetic algorithm ga
- multiple features
- global optimization problems
- hybrid pso
- multi objective
- differential evolution
- ant colony optimization
- hybrid particle swarm optimization
- global search
- pid controller
- learning algorithm
- decision problems
- distance function
- search capabilities
- simulated annealing
- hybrid algorithm
- learning process