Robust Multi-Objective Bayesian Optimization Under Input Noise.
Samuel DaultonSait CakmakMaximilian BalandatMichael A. OsborneEnlu ZhouEytan BakshyPublished in: CoRR (2022)
Keyphrases
- multi objective
- optimization algorithm
- multiple objectives
- image noise
- evolutionary algorithm
- optimum design
- evolutionary optimization
- conflicting objectives
- noisy environments
- multi objective optimization
- genetic algorithm
- optimization method
- engineering design problems
- salt pepper
- geometric distortions
- multiobjective optimization
- efficient optimization
- objective function
- optimization process
- optimization problems
- global optimization
- noise reduction
- trade off
- greater robustness
- particle swarm optimization
- differential evolution
- robust optimization
- particle swarm
- noisy data
- partial occlusion
- random noise
- pareto optimal
- gaussian noise
- decision makers
- robust statistical
- optimization methods
- edge detection
- weak edges
- nsga ii
- bayesian inference