Targeted Hyperparameter Optimization with Lexicographic Preferences Over Multiple Objectives.
Shaokun ZhangFeiran JiaChi WangQingyun WuPublished in: ICLR (2023)
Keyphrases
- multiple objectives
- multi objective
- multi objective optimization
- pareto optimal
- decision variables
- bi objective
- optimization algorithm
- multi objective genetic algorithm
- multiobjective optimization
- knapsack problem
- objective function
- goal programming
- genetic algorithm
- shortest path problem
- fitness function
- evolutionary algorithm
- conflicting objectives
- cutting stock problems
- hyperparameters
- support vector
- multi objective problems