Analysing the Robustness of Evolutionary Algorithms to Noise: Refined Runtime Bounds and an Example Where Noise is Beneficial.
Dirk SudholtPublished in: CoRR (2018)
Keyphrases
- evolutionary algorithm
- random noise
- noise level
- signal to noise ratio
- genetic programming
- evolutionary computation
- lower bound
- greater robustness
- missing data
- fitness function
- differential evolution
- noise reduction
- noise model
- image noise
- noisy environments
- multi objective
- low signal to noise ratio
- computational efficiency