Hybrid Offline/Online Optimization Under Uncertainty.
Allegra De FilippoMichele LombardiMichela MilanoPublished in: ECAI (2020)
Keyphrases
- robust optimization
- online learning
- real time
- optimization algorithm
- optimization problems
- global optimization
- conditional probabilities
- optimization model
- discrete optimization
- hybrid optimization algorithm
- cost function
- multi objective
- evolutionary algorithm
- combinatorial optimization
- database
- machine learning
- optimization strategies
- online environment
- stochastic gradient
- inherent uncertainty