Methods of Prediction Improvement in Efficient MPC Algorithms Based on Fuzzy Hammerstein Models.
Piotr M. MarusakPublished in: Trans. Comput. Collect. Intell. (2014)
Keyphrases
- significant improvement
- computationally expensive
- linear models
- mathematical models
- benchmark datasets
- computationally complex
- computationally intensive
- statistical methods
- machine learning methods
- computationally demanding
- computational cost
- learned models
- machine learning algorithms
- optimization methods
- learning models
- statistical models
- algorithms and data structures
- efficient optimization
- complexity analysis
- computationally efficient
- regression methods
- predictive model
- methods outperform
- fuzzy sets
- search methods
- learning algorithm
- exact and approximate
- numerical methods
- optimization problems
- data mining techniques
- prediction accuracy
- evaluation metrics
- models built
- membership functions
- regression model