Black-box optimization of noisy functions with unknown smoothness.
Jean-Bastien GrillMichal ValkoRémi MunosPublished in: NIPS (2015)
Keyphrases
- black box
- black boxes
- white box
- hybrid systems
- optimization algorithm
- candidate solutions
- test cases
- white box testing
- cost function
- optimization problems
- noisy data
- noisy observations
- global optimization
- state transition
- databases
- software development
- rough sets
- integration testing
- noisy measurements
- mobile robot
- feature space