A collection of quality diversity optimization problems derived from hyperparameter optimization of machine learning models.
Lennart SchneiderFlorian PfistererJanek ThomasBernd BischlPublished in: GECCO Companion (2022)
Keyphrases
- optimization problems
- machine learning models
- evolutionary algorithm
- optimization methods
- objective function
- spam filtering
- metaheuristic
- optimization criteria
- machine learning approaches
- combinatorial optimization
- machine learning algorithms
- cost function
- machine learning
- optimization method
- reinforcement learning
- fuzzy rules
- model selection
- text classification
- predictive model
- feature selection
- information retrieval