SOBER: Scalable Batch Bayesian Optimization and Quadrature using Recombination Constraints.
Masaki AdachiSatoshi HayakawaSaad HamidMartin JørgensenHarald OberhauserMichael A. OsbornePublished in: CoRR (2023)
Keyphrases
- constrained optimization
- optimization criteria
- global optimization
- optimization algorithm
- multiscale
- constraint satisfaction
- optimization method
- optimization methods
- monte carlo sampling
- linear constraints
- bayesian networks
- constraint programming
- bayesian inference
- optimization process
- fourier transform
- global constraints
- data driven
- penalty function
- linear programming
- efficient optimization
- multi objective
- np hard optimization problems