CMA-ES with exponential based multiplicative covariance matrix adaptation for global optimization.
Bishal KarmakarAbhishek KumarRammohan MallipeddiDong-Gyu LeePublished in: Swarm Evol. Comput. (2023)
Keyphrases
- global optimization
- cma es
- covariance matrix
- evolution strategy
- global search
- particle swarm optimization
- covariance matrices
- differential evolution
- pso algorithm
- evolutionary algorithm
- objective function
- sample size
- principal component analysis
- constrained global optimization
- gaussian mixture
- candidate solutions
- particle swarm optimization algorithm
- convergence speed
- particle swarm optimisation
- genetic algorithm
- optimization methods
- cost function
- global solution
- multi objective