Evaluating Noisy Optimisation Algorithms: First Hitting Time is Problematic.
Simon M. LucasJialin LiuDiego Pérez-LiébanaPublished in: CoRR (2017)
Keyphrases
- noisy data
- combinatorial optimization
- recently developed
- times faster
- database systems
- computational efficiency
- computational cost
- computationally efficient
- worst case
- computationally expensive
- orders of magnitude
- machine learning algorithms
- neural network
- nearest neighbor
- hidden markov models
- multi objective
- significant improvement
- multiscale
- computer vision
- learning algorithm