Natural gradient evolution strategies for adaptive sampling.
Nixon K. RonohEdna MilgoAmbrose K. KipropBernard ManderickAnn NowéPublished in: GECCO Companion (2022)
Keyphrases
- adaptive sampling
- evolution strategy
- natural gradient
- independent component analysis
- learning rate
- blind source separation
- monte carlo
- evolutionary algorithm
- differential evolution
- random sampling
- policy gradient
- genetic algorithm
- fixed point
- faster convergence
- global search
- convergence speed
- signal processing
- convergence rate
- sampling methods
- optimization algorithm
- optimization methods
- machine learning
- reinforcement learning
- control charts
- principal component analysis
- particle swarm optimization algorithm
- simulated annealing
- particle swarm optimization
- multi objective
- optimization problems
- data sets
- feature space
- non stationary