Multi-objective hyperparameter optimization approach with genetic algorithms towards efficient and environmentally friendly machine learning.
André M. YokoyamaMariza FerroBruno SchulzePublished in: AI Commun. (2024)
Keyphrases
- multi objective
- optimization algorithm
- machine learning
- genetic algorithm
- evolutionary algorithm
- multi objective optimization
- multiple objectives
- cost effective
- optimization problems
- environmentally friendly
- particle swarm optimization
- neural network
- genetic programming
- simulated annealing
- model selection
- low cost
- expert systems
- evolutionary computation
- objective function
- data mining
- real time