Surrogate-Assisted Reference Vector Adaptation to Various Pareto Front Shapes for Many-Objective Bayesian Optimization.
Nobuo NamuraPublished in: CoRR (2021)
Keyphrases
- multi objective
- multiple objectives
- optimization algorithm
- multiobjective optimization
- multi objective optimization
- global optimization
- bayesian networks
- optimization problems
- multi objective evolutionary algorithms
- neural network
- optimization process
- optimization method
- engineering design problems
- monte carlo sampling
- pareto optimal
- shape analysis
- constrained optimization
- multiscale
- shape representation
- arbitrary shape
- shape matching
- shape descriptors
- efficient optimization
- combinatorial optimization