Reducing the Time Complexity of the Derandomized Evolution Strategy with Covariance Matrix Adaptation (CMA-ES).
Nikolaus HansenSibylle D. MüllerPetros KoumoutsakosPublished in: Evol. Comput. (2003)
Keyphrases
- cma es
- evolution strategy
- covariance matrix
- evolutionary algorithm
- covariance matrices
- differential evolution
- genetic operators
- principal component analysis
- genetic algorithm
- positive definite
- optimization methods
- sample size
- mahalanobis distance
- candidate solutions
- multivariate gaussian
- eigendecomposition
- geometrical interpretation
- neural network
- particle swarm optimization algorithm
- global optimization
- feature extraction
- face recognition
- eigenvalues and eigenvectors