Predictive Entropy Search for Multi-objective Bayesian Optimization.
Daniel Hernández-LobatoJosé Miguel Hernández-LobatoAmar ShahRyan P. AdamsPublished in: ICML (2016)
Keyphrases
- multi objective
- optimization algorithm
- multiple objectives
- evolutionary algorithm
- search algorithm
- multi objective optimization
- evolutionary optimization
- conflicting objectives
- optimum design
- optimization method
- optimization problems
- particle swarm optimization
- global search
- global optimization
- search strategy
- search strategies
- multiobjective optimization
- genetic algorithm
- bi objective
- constrained optimization
- search efficiency
- bayesian networks
- information theory
- engineering design problems
- information seeking
- solution space
- information theoretic
- particle swarm
- search queries
- estimation of distribution algorithms
- user queries
- linear programming
- efficient optimization
- scheduling problem
- trade off
- multi objective evolutionary