Neural Architecture Search using Covariance Matrix Adaptation Evolution Strategy.
Nilotpal SinhaKuan-Wen ChenPublished in: CoRR (2021)
Keyphrases
- cma es
- covariance matrix
- evolution strategy
- neural architecture
- global search
- evolutionary algorithm
- search algorithm
- candidate solutions
- covariance matrices
- search space
- principal component analysis
- particle swarm optimization algorithm
- genetic algorithm
- geometrical interpretation
- differential evolution
- global optimization
- genetic operators
- multi objective
- image processing
- optimization method
- search methods
- optimization methods
- sample size
- neural network
- multilayer perceptron
- convergence speed
- maximum likelihood
- optimization problems
- feature vectors
- correlation matrix