Constrained Multi-Objective Optimization for Automated Machine Learning.
Steven GardnerOleg GolovidovJoshua GriffinPatrick KochWayne ThompsonBrett WujekYan XuPublished in: DSAA (2019)
Keyphrases
- multi objective optimization
- machine learning
- multi objective
- evolutionary algorithm
- multiple objectives
- multi objective optimization problems
- genetic algorithm
- hybrid evolutionary algorithm
- nsga ii
- pareto optimal
- learning algorithm
- differential evolution
- multi objective genetic algorithm
- pareto dominance
- constrained multi objective optimization problems
- optimization problems
- bi objective
- genetic programming
- multi objective genetic algorithms
- pareto frontier
- optimization algorithm
- objective function
- multiobjective optimization
- feature selection
- solving multi objective optimization problems