Robust Data-Driven Optimization Using Machine Learning and Monte-Carlo Simulation.
Vincent BéchardPublished in: WSC (2019)
Keyphrases
- monte carlo simulation
- data driven
- machine learning
- monte carlo
- markov chain
- learning algorithm
- additive model
- simultaneous optimization
- global optimization
- machine learning methods
- computationally efficient
- optimization algorithm
- computer science
- optimization process
- explanation based learning
- pattern recognition
- optimization problems
- text mining
- model selection
- support vector machine
- evolutionary algorithm
- search space
- machine learning approaches
- optimization approaches
- data mining