A modified Covariance Matrix Adaptation Evolution Strategy with adaptive penalty function and restart for constrained optimization.
Vinícius Veloso de MeloGiovanni IaccaPublished in: Expert Syst. Appl. (2014)
Keyphrases
- cma es
- evolution strategy
- constrained optimization
- constraint handling
- penalty function
- covariance matrix
- evolutionary algorithm
- objective function
- constrained optimization problems
- penalty functions
- differential evolution
- genetic algorithm
- unconstrained optimization
- covariance matrices
- genetic operators
- global search
- particle swarm optimization algorithm
- optimization methods
- principal component analysis
- evolutionary strategy
- multi objective
- candidate solutions
- geometrical interpretation
- fitness function
- convergence speed
- linear programming
- simulated annealing
- particle swarm optimization pso
- sample size