Targeting Well-Balanced Solutions in Multi-Objective Bayesian Optimization Under a Restricted Budget.
David GaudrieRodolphe Le RicheVictor PichenyBenoit EnauxVincent HerbertPublished in: LION (2018)
Keyphrases
- multi objective
- conflicting objectives
- multiple objectives
- optimization algorithm
- engineering design problems
- multi objective evolutionary algorithms
- multi objective optimization problems
- evolutionary algorithm
- multi objective optimization
- multiobjective optimization
- pareto optimal
- bi objective
- single objective optimization
- evolutionary optimization
- estimation of distribution algorithms
- optimum design
- optimization problems
- nsga ii
- pareto optimal solutions
- complex optimization problems
- pareto frontier
- trade off
- multi objective problems
- optimization method
- particle swarm
- particle swarm optimization
- objective function
- simulated annealing and tabu search
- differential evolution
- bayesian networks
- engineering problems
- maximum likelihood
- neural network
- pareto optimal set
- multiagent evolutionary algorithm
- np hard optimization problems
- multi objective genetic algorithms
- strength pareto evolutionary algorithm
- monte carlo sampling
- multi objective genetic algorithm
- budget constraints
- optimization criteria
- evolution strategy
- decision theory
- gaussian processes
- bayesian inference
- solution space
- posterior probability
- probabilistic model
- genetic algorithm