Predictive Entropy Search for Multi-objective Bayesian Optimization with Constraints.
Eduardo C. Garrido-MerchánDaniel Hernández-LobatoPublished in: Neurocomputing (2019)
Keyphrases
- multi objective
- optimization algorithm
- multiple objectives
- search algorithm
- evolutionary optimization
- evolutionary algorithm
- conflicting objectives
- constrained optimization
- particle swarm optimization
- multiobjective optimization
- optimization problems
- mutual information
- search strategy
- differential evolution
- objective function
- constraint solver
- multi objective optimization
- global search
- multi objective evolutionary algorithms
- search efficiency
- constraint programming
- search strategies
- global optimization
- information theoretic
- genetic algorithm
- engineering design problems
- reducing the search space
- optimum design
- information theory
- constraint satisfaction
- search space
- bayesian networks
- pareto optimal
- optimization process
- posterior distribution
- symmetry breaking
- information seeking
- multi objective optimization problems