Scalable Estimation of Invariant Sets for Mixed-Integer Nonlinear Systems using Active Deep Learning.
Angelo D. BonzaniniJoel A. PaulsonGeorgios MakrygiorgosAli MesbahPublished in: CDC (2022)
Keyphrases
- nonlinear systems
- deep learning
- mixed integer
- adaptive control
- unsupervised learning
- optimal solution
- learning rate
- linear program
- convex hull
- fuzzy systems
- continuous variables
- fuzzy model
- feasible solution
- control law
- lot sizing
- machine learning
- fuzzy control
- fuzzy controller
- control system
- mental models
- evolutionary algorithm
- feature space
- neural network
- dynamic programming
- search space
- pattern recognition
- objective function