Max-value Entropy Search for Multi-objective Bayesian Optimization with Constraints.
Daniel Fernández-SánchezEduardo C. Garrido-MerchánDaniel Hernández-LobatoPublished in: CoRR (2020)
Keyphrases
- multi objective
- optimization algorithm
- constrained optimization
- evolutionary optimization
- multiple objectives
- multiobjective optimization
- search space
- evolutionary algorithm
- reducing the search space
- global optimization
- search algorithm
- multi objective optimization
- objective function
- optimization problems
- conflicting objectives
- global search
- particle swarm optimization
- search strategy
- optimum design
- optimization criteria
- lagrange multipliers
- constraint solver
- optimization process
- information theory
- search methods
- information theoretic
- user queries
- mutual information
- engineering design problems
- multi objective evolutionary
- efficient optimization
- particle swarm
- nsga ii
- search strategies
- optimal solution