Population Size Adaptation for the CMA-ES Based on the Estimation Accuracy of the Natural Gradient.
Kouhei NishidaYouhei AkimotoPublished in: GECCO (2016)
Keyphrases
- estimation accuracy
- population size
- natural gradient
- cma es
- evolution strategy
- genetic algorithm
- learning rate
- covariance matrix
- blind source separation
- independent component analysis
- markov chain
- parameter settings
- estimation error
- prediction accuracy
- policy gradient
- evolutionary algorithm
- differential evolution
- particle swarm optimization
- wavelet transform
- negative matrix factorization
- search algorithm
- neural network