Differential Evolution with perturbation mechanism and covariance matrix based stagnation indicator for numerical optimization.
Zhenghao SongChongle RenZhenyu MengPublished in: Swarm Evol. Comput. (2024)
Keyphrases
- covariance matrix
- differential evolution
- numerical optimization
- test functions
- convergence speed
- artificial bee colony
- numerical optimization problems
- evolution strategy
- evolutionary algorithm
- optimization algorithm
- principal component analysis
- particle swarm optimization
- optimization method
- genetic algorithm
- sample size
- particle swarm optimization pso
- mutation operator
- multi objective optimization
- multi objective
- particle swarm optimization algorithm
- step size
- global search
- machine learning
- neural network
- optimization problems
- feature extraction
- genetic programming