Approximation of the objective insensitivity regions using Hierarchic Memetic Strategy coupled with Covariance Matrix Adaptation Evolutionary Strategy.
Jakub SawickiMaciej SmolkaMarcin LosRobert SchaeferPublished in: CoRR (2019)
Keyphrases
- covariance matrix
- evolutionary strategy
- differential evolution
- evolutionary algorithm
- covariance matrices
- particle swarm optimization
- artificial immune system
- principal component analysis
- multi objective optimization
- constrained optimization
- evolutionary computation
- eigendecomposition
- mutation operator
- ant colony optimization
- genetic algorithm
- variable length
- geometrical interpretation
- convergence speed
- optimization algorithm
- sample size
- particle swarm optimization pso
- objective function
- correlation matrix
- fitness function
- neural network
- multi objective
- reinforcement learning
- optimization problems
- computational intelligence
- search space
- image processing
- machine learning