Physics-informed linear regression is a competitive approach compared to Machine Learning methods in building MPC.
Felix BünningBenjamin HuberAdrian SchalbetterAhmed AboudoniaMathias Hudoba de BadynPhilipp HeerRoy S. SmithJohn LygerosPublished in: CoRR (2021)
Keyphrases
- machine learning methods
- linear regression
- machine learning
- least squares
- machine learning algorithms
- machine learning approaches
- regression problems
- regression methods
- nonlinear regression
- statistical methods
- ridge regression
- linear regression model
- learning algorithm
- three dimensional
- kernel regression
- learned knowledge