Comparing natural evolution strategies to BIPOP-CMA-ES on noiseless and noisy black-box optimization testbeds.
Tom SchaulPublished in: GECCO (Companion) (2012)
Keyphrases
- evolution strategy
- black box
- cma es
- evolutionary algorithm
- noisy data
- differential evolution
- black boxes
- optimization methods
- numerical optimization
- white box
- genetic operators
- particle swarm optimization algorithm
- genetic algorithm
- global search
- missing data
- optimization algorithm
- particle swarm optimisation
- integration testing
- data sets
- genetic algorithm ga
- candidate solutions
- optimization problems
- upper bound