Steady-State Selection and Efficient Covariance Matrix Update in the Multi-objective CMA-ES.
Christian IgelThorsten SuttorpNikolaus HansenPublished in: EMO (2006)
Keyphrases
- covariance matrix
- steady state
- cma es
- evolution strategy
- multi objective
- evolutionary algorithm
- covariance matrices
- markov chain
- objective function
- principal component analysis
- multi objective optimization
- explicit expressions
- sample size
- queue length
- product form
- geometrical interpretation
- arrival rate
- steady states
- queueing networks
- optimization problems
- genetic algorithm
- heavy traffic
- computationally expensive
- fitness function
- particle swarm optimization
- genetic programming
- special case
- search space
- machine learning