A modified covariance matrix adaptation evolution strategy for real-world constrained optimization problems.
Abhishek KumarSwagatam DasIvan ZelinkaPublished in: GECCO Companion (2020)
Keyphrases
- cma es
- evolution strategy
- constrained optimization problems
- differential evolution
- evolutionary algorithm
- covariance matrix
- optimization problems
- optimization algorithm
- constrained optimization
- convergence speed
- particle swarm optimization
- multi objective optimization
- fitness function
- crossover operator
- multi objective
- mutation operator
- genetic operators
- optimization method
- covariance matrices
- genetic algorithm
- simulated annealing
- principal component analysis
- hybrid algorithm
- global search
- particle swarm optimization pso
- nsga ii
- sample size
- gaussian mixture
- penalty function
- global convergence
- eigenvalues and eigenvectors
- computer vision
- test problems
- optimization methods
- genetic programming
- cost function
- computational complexity
- search algorithm
- image processing