Functionally specialized CMA-ES: a modification of CMA-ES based on the specialization of the functions of covariance matrix adaptation and step size adaptation.
Youhei AkimotoJun SakumaIsao OnoShigenobu KobayashiPublished in: GECCO (2008)
Keyphrases
- cma es
- covariance matrix
- evolution strategy
- step size
- evolutionary algorithm
- covariance matrices
- differential evolution
- principal component analysis
- global search
- sample size
- convergence speed
- cost function
- particle swarm optimization algorithm
- convergence rate
- genetic algorithm
- neural network
- model selection
- least squares
- face recognition
- genetic operators
- candidate solutions
- correlation matrix
- eigenvalues and eigenvectors