Adaptive Bayesian Optimization for Fast Exploration Under Safety Constraints.
Guk HanJongoh JeongJong-Hwan KimPublished in: IEEE Access (2023)
Keyphrases
- constrained optimization
- optimization algorithm
- data driven
- efficient optimization
- optimization criteria
- optimization problems
- maximum likelihood
- genetic algorithm
- adaptive systems
- global optimization
- constraint satisfaction
- optimization method
- design space exploration
- decision variables
- linear constraints
- quasiconvex
- linear programming
- data sets
- safety critical
- evolutionary search
- learning algorithm
- nonlinear programming
- search space
- optimization model
- evolutionary algorithm
- optimization process
- bayesian inference
- optimization methods
- denoising
- combinatorial optimization
- integrity constraints