Expensive optimization scenario: IPOP-CMA-ES with a population bound mechanism for noiseless function testbed.
Tianjun LiaoThomas StützlePublished in: GECCO (Companion) (2013)
Keyphrases
- evolution strategy
- cma es
- covariance matrix
- candidate solutions
- evolutionary algorithm
- upper bound
- worst case
- noisy data
- lower bound
- constrained optimization
- differential evolution
- optimization method
- computationally expensive
- optimization methods
- optimization algorithm
- penalty function
- global search
- global optimization
- scheduling problem
- estimation of distribution algorithms
- artificial neural networks
- search algorithm