The Behavior and Convergence of Local Bayesian Optimization.
Kaiwen WuKyurae KimRoman GarnettJacob R. GardnerPublished in: CoRR (2023)
Keyphrases
- evolutionary multiobjective
- global convergence
- faster convergence
- quasi newton
- initial conditions
- optimization problems
- bayesian learning
- human behavior
- behavior patterns
- posterior distribution
- convergence speed
- real time
- global optimization
- optimization methods
- optimization method
- optimization algorithm
- maximum likelihood
- optimization model
- evolution strategy
- behavior analysis
- cost function
- multi objective evolutionary algorithms
- bayesian networks
- neural network
- combinatorial optimization
- faster convergence rate
- machine learning
- decision trees
- nonlinear programming
- probability distribution
- data driven