Performance Indicator-Based Adaptive Model Selection for Offline Data-Driven Multiobjective Evolutionary Optimization.
Zhening LiuHanding WangYaochu JinPublished in: IEEE Trans. Cybern. (2023)
Keyphrases
- model selection
- evolutionary optimization
- multi objective
- data driven
- evolutionary algorithm
- cross validation
- multiobjective optimization
- parameter estimation
- bayesian learning
- hyperparameters
- genetic algorithm
- machine learning
- sample size
- regression model
- particle swarm optimization
- error estimation
- objective function
- model selection criteria
- feature selection
- statistical learning
- variable selection
- selection criterion
- gaussian process
- statistical inference
- mixture model
- unsupervised learning
- support vector
- information criterion
- neural network
- parameter determination
- marginal likelihood
- leave one out cross validation
- bayesian methods
- neuro fuzzy