Filtering Bayesian optimization approach in weakly specified search space.
Vu NguyenSunil GuptaSantu RanaCheng LiSvetha VenkateshPublished in: Knowl. Inf. Syst. (2019)
Keyphrases
- search space
- optimization algorithm
- optimization problems
- optimization method
- efficient optimization
- global search
- information filtering
- search algorithm
- metaheuristic
- global optimization
- bayesian analysis
- filtering algorithm
- discrete optimization
- search strategy
- bayesian networks
- global optimum
- optimization model
- combinatorial search
- bayesian estimation
- posterior probability
- random search
- monte carlo sampling
- bayesian decision
- constrained optimization
- optimization process
- search tree
- branch and bound
- fitness function
- maximum likelihood
- genetic programming
- multi objective
- lower bound
- optimal solution