Bayesian Optimization with Unknown Search Space.
Huong HaSantu RanaSunil GuptaThanh Tang NguyenHung Tran-TheSvetha VenkateshPublished in: CoRR (2019)
Keyphrases
- search space
- search algorithm
- search strategy
- highly non linear
- reduce the search space
- bayesian networks
- combinatorial search
- candidate solutions
- optimization algorithm
- global search
- global optimization
- optimization process
- optimization strategies
- optimization model
- support vector
- maximum likelihood
- decision trees
- posterior probability
- bayesian framework
- search procedure
- fitness function
- metaheuristic
- bayesian estimation
- learning algorithm
- discrete optimization
- data driven
- prune the search space
- evolutionary search
- optimization problems
- data sets