A Reference Vector-Based Simplified Covariance Matrix Adaptation Evolution Strategy for Constrained Global Optimization.
Abhishek KumarSwagatam DasRammohan MallipeddiPublished in: IEEE Trans. Cybern. (2022)
Keyphrases
- cma es
- constrained global optimization
- evolution strategy
- covariance matrix
- global search
- global optimization
- evolutionary algorithm
- symmetric matrix
- eigenvalues and eigenvectors
- covariance matrices
- particle swarm optimization algorithm
- differential evolution
- transformation matrix
- genetic algorithm
- positive definite
- feature vectors
- sample size
- correlation matrix
- gaussian mixture
- simulated annealing
- principal component analysis
- convergence speed
- candidate solutions
- particle swarm optimization
- optimization methods
- genetic operators
- vector space
- geometrical interpretation
- neural network
- optimization problems
- search space
- search algorithm