Generative Adversarial Bayesian Optimization for Surrogate Objectives.
Michael S. YaoYimeng ZengHamsa BastaniJacob R. GardnerJames C. GeeOsbert BastaniPublished in: CoRR (2024)
Keyphrases
- multiple objectives
- global optimization
- simultaneous optimization
- generative model
- bayesian networks
- data driven
- optimization problems
- optimization process
- optimization algorithm
- bayesian inference
- optimization criteria
- optimization method
- efficient optimization
- case study
- discrete optimization
- genetic algorithm
- monte carlo sampling
- optimization methods
- model selection
- maximum likelihood