Reinforcement learning-based particle swarm optimization with neighborhood differential mutation strategy.
Wei LiPeng LiangBo SunYafeng SunYing HuangPublished in: Swarm Evol. Comput. (2023)
Keyphrases
- mutation strategy
- particle swarm optimization
- differential evolution
- pso algorithm
- reinforcement learning
- evolutionary programming
- convergence speed
- global optimization
- particle swarm optimization algorithm
- particle swarm optimization pso
- differential evolution algorithm
- multi objective
- particle swarm
- hybrid algorithm
- swarm intelligence
- genetic algorithm
- function approximation
- evolutionary algorithm
- optimization method
- mutation operator
- particle swarm optimizer
- premature convergence
- optimization algorithm
- model free
- dynamic programming
- global search
- learning algorithm
- markov decision processes
- ant colony optimization
- crossover operator
- metaheuristic
- multi objective optimization
- artificial immune system
- state space
- optimization problems
- incomplete information
- evolutionary strategy
- simulated annealing
- machine learning