Max-value Entropy Search for Multi-Objective Bayesian Optimization with Constraints.
Syrine BelakariaAryan DeshwalJanardhan Rao DoppaPublished in: CoRR (2020)
Keyphrases
- multi objective
- optimization algorithm
- multiple objectives
- constrained optimization
- search algorithm
- optimum design
- evolutionary algorithm
- evolutionary optimization
- multi objective optimization
- multiobjective optimization
- search methods
- particle swarm
- global search
- search strategies
- constraint satisfaction
- decision variables
- constraint solver
- reducing the search space
- search space
- penalty function
- estimation of distribution algorithms
- optimization criteria
- search efficiency
- genetic algorithm
- engineering design problems
- user queries
- particle swarm optimization
- genetic programming
- optimization problems
- linear constraints
- optimization process
- information theory
- constraint programming
- nonlinear programming
- maximum likelihood
- information retrieval systems
- objective function
- search engine