Improvement of sep-CMA-ES for Optimization of High-Dimensional Functions with Low Effective Dimensionality.
Teppei YamaguchiKento UchidaShinichi ShirakawaPublished in: SSCI (2022)
Keyphrases
- high dimensional
- evolution strategy
- cma es
- dimensionality reduction
- high dimension
- high dimensionality
- feature space
- optimization method
- similarity search
- differential evolution
- optimization algorithm
- optimization problems
- global optimization
- machine learning
- low dimensional
- covariance matrix
- multi dimensional
- input space
- nearest neighbor
- candidate solutions
- evolutionary algorithm
- computer vision