Analysing the Robustness of Evolutionary Algorithms to Noise: Refined Runtime Bounds and an Example Where Noise is Beneficial.
Dirk SudholtPublished in: Algorithmica (2021)
Keyphrases
- evolutionary algorithm
- noise level
- greater robustness
- lower bound
- noise sensitivity
- random noise
- noise removal
- noisy data
- gaussian noise
- additive noise
- noisy environments
- noise immunity
- differential evolution
- missing data
- low snr
- genetic programming
- multi objective
- evolution strategy
- noise model
- image noise
- noise free
- optimization algorithm