Simplify Your Covariance Matrix Adaptation Evolution Strategy.
Hans-Georg BeyerBernhard SendhoffPublished in: IEEE Trans. Evol. Comput. (2017)
Keyphrases
- cma es
- evolution strategy
- covariance matrix
- evolutionary algorithm
- differential evolution
- covariance matrices
- genetic operators
- principal component analysis
- genetic algorithm
- sample size
- global search
- mahalanobis distance
- estimation error
- optimization methods
- gaussian mixture
- positive definite
- objective function
- transformation matrix
- probabilistic model
- similarity measure
- neural network