Optimal Evolutionary Optimization Hyper-parameters to Mimic Human User Behavior.
Sneha SahaThiago RiosLeandro L. MinkuXin YaoZhao XuBernhard SendhoffStefan MenzelPublished in: SSCI (2019)
Keyphrases
- user behavior
- evolutionary optimization
- hyperparameters
- user interaction
- closed form
- model selection
- multi objective
- cross validation
- user preferences
- bayesian framework
- user behavior patterns
- prior information
- individual user
- random sampling
- maximum a posteriori
- noise level
- incremental learning
- support vector
- optimal solution
- worst case
- parameter settings
- maximum likelihood
- fuzzy modeling
- probabilistic model