Constrained Multi-Objective Optimization for Automated Machine Learning.
Steven GardnerOleg GolovidovJoshua GriffinPatrick KochWayne ThompsonBrett WujekYan XuPublished in: CoRR (2019)
Keyphrases
- multi objective optimization
- machine learning
- multi objective
- evolutionary algorithm
- genetic algorithm
- multi objective optimization problems
- pareto optimal
- nsga ii
- multi objective genetic algorithm
- learning algorithm
- differential evolution
- constrained multi objective optimization problems
- crossover and mutation
- multiple objectives
- particle swarm optimization
- neural network
- feature selection
- optimization algorithm
- multi objective problems
- multi objective genetic algorithms
- multiobjective optimization
- estimation of distribution algorithms
- computational intelligence
- evolutionary computation
- pareto dominance
- pareto frontier
- solving multi objective optimization problems
- genetic programming