A reinforcement learning level-based particle swarm optimization algorithm for large-scale optimization.
Feng WangXujie WangShilei SunPublished in: Inf. Sci. (2022)
Keyphrases
- particle swarm optimization algorithm
- particle swarm
- reinforcement learning
- global search
- particle swarm optimization
- convergence speed
- estimation of distribution algorithms
- evolution strategy
- global optimization
- improved pso algorithm
- pso algorithm
- multilevel thresholding
- optimization method
- artificial bee colony algorithm
- inertia weight
- wavelet neural network
- optimization algorithm
- learning algorithm
- function approximation
- test functions
- optimisation problems
- state space
- multi objective
- evolutionary algorithm
- global convergence
- convergence rate
- markov decision processes