Improved max-value entropy search for multi-objective bayesian optimization with constraints.
Daniel Fernández-SánchezEduardo C. Garrido-MerchánDaniel Hernández-LobatoPublished in: Neurocomputing (2023)
Keyphrases
- multi objective
- optimization algorithm
- search algorithm
- multiple objectives
- constrained optimization
- multi objective optimization
- evolutionary algorithm
- global optimization
- multiobjective optimization
- optimum design
- global search
- evolutionary optimization
- search space
- optimization problems
- particle swarm optimization
- search strategy
- heuristic search
- conflicting objectives
- particle swarm
- multi objective optimization problems
- reducing the search space
- engineering design problems
- information theoretic
- web search
- genetic algorithm
- information theory
- search methods
- penalty function
- decision variables
- maximum likelihood
- linear programming
- constraint solver
- objective function
- information retrieval