Hypervolume Knowledge Gradient: A Lookahead Approach for Multi-Objective Bayesian Optimization with Partial Information.
Samuel DaultonMaximilian BalandatEytan BakshyPublished in: ICML (2023)
Keyphrases
- partial information
- multi objective
- optimization algorithm
- uniform design
- multiple objectives
- nsga ii
- incomplete information
- evolutionary optimization
- evolutionary algorithm
- conflicting objectives
- knowledge base
- multi objective optimization
- multiobjective optimization
- optimization process
- knowledge representation
- domain knowledge
- optimum design
- genetic algorithm
- bayesian networks
- trade off
- expert systems
- particle swarm optimization
- differential evolution
- maximum likelihood
- edge detection
- knowledge management
- prior knowledge
- artificial intelligence