Diversity-Guided Multi-Objective Bayesian Optimization With Batch Evaluations.
Mina Konakovic-LukovicYunsheng TianWojciech MatusikPublished in: NeurIPS (2020)
Keyphrases
- multi objective
- optimization algorithm
- multi objective evolutionary algorithms
- multiple objectives
- evolutionary algorithm
- multi objective optimization
- evolutionary optimization
- multiobjective optimization
- pareto optimal solutions
- optimum design
- conflicting objectives
- particle swarm optimization
- engineering design problems
- objective function
- global optimization
- multi objective optimization problems
- genetic algorithm
- multi objective genetic algorithm
- evolution strategy
- nsga ii
- maximum likelihood
- optimization method
- bayesian networks
- pareto optimal
- particle swarm
- multiobjective evolutionary algorithm
- optimization problems
- differential evolution
- multi objective genetic algorithms
- bayesian decision
- particle swarm optimization pso
- multi criteria
- metaheuristic
- data driven
- bayesian estimation
- knapsack problem
- constrained optimization
- neural network