On the impact of active covariance matrix adaptation in the CMA-ES with mirrored mutations and small initial population size on the noiseless BBOB testbed.
Dimo BrockhoffAnne AugerNikolaus HansenPublished in: GECCO (Companion) (2012)
Keyphrases
- cma es
- covariance matrix
- evolution strategy
- initial population
- evolutionary algorithm
- differential evolution
- genetic operators
- population size
- differential evolution algorithm
- genetic algorithm
- covariance matrices
- fitness function
- mutation operator
- principal component analysis
- multi objective
- optimization algorithm
- hybrid algorithm
- genetic algorithm ga
- particle swarm optimization pso
- genetic programming
- sample size
- computational complexity
- optimization problems
- candidate solutions
- computer vision
- objective function
- control parameters
- multi objective optimization
- optimization method
- neural network
- computationally efficient
- particle swarm optimization
- convergence speed
- linear programming
- global optimization