Joint Entropy Search for Multi-Objective Bayesian Optimization.
Ben TuAxel GandyNikolas KantasBehrang ShafeiPublished in: NeurIPS (2022)
Keyphrases
- multi objective
- optimization algorithm
- multiple objectives
- evolutionary algorithm
- multi objective optimization
- conflicting objectives
- optimization problems
- search algorithm
- search space
- evolutionary optimization
- multiobjective optimization
- optimum design
- global search
- fine tuning
- particle swarm optimization
- search strategies
- joint optimization
- search strategy
- search efficiency
- bayesian decision
- information theory
- search methods
- optimization method
- user queries
- mutual information
- objective function
- bayesian networks
- optimization methods
- solution space
- neural network
- particle swarm
- maximum likelihood
- information retrieval systems
- simulated annealing
- efficient optimization