Principles, Models, Methods, and Algorithms for the Structure Dynamics Control in Complex Technical Systems.
Boris V. SokolovRafael M. YusupovEvgeniy M. ZaychikPublished in: ICCSA (4) (2005)
Keyphrases
- technical systems
- computationally intensive
- computationally expensive
- computational cost
- machine learning methods
- complex systems
- methods outperform
- machine learning algorithms
- significant improvement
- mathematical models
- statistical models
- benchmark datasets
- computational complexity
- complex structures
- linear models
- heuristic methods
- computer vision algorithms
- control problems
- synthetic and real datasets
- methods require
- theoretical models
- statistical methods
- learning models
- computationally demanding
- evaluation metrics
- search methods
- data mining techniques
- highly nonlinear
- numerical algorithms
- preprocessing
- computationally complex
- computational approaches
- learning algorithm
- exponentiated gradient
- estimation problems
- easily interpretable
- variational methods
- control method
- linear regression
- optimization problems
- control system
- evolutionary algorithm
- data structure
- multi agent
- feature selection