Regularized moving-horizon piecewise affine regression using mixed-integer quadratic programming.
Vihangkumar V. NaikManas MejariDario PigaAlberto BemporadPublished in: MED (2017)
Keyphrases
- machine learning
- quadratic programming
- mixed integer
- piecewise affine
- linear programming
- quadratic program
- linear program
- feasible solution
- support vector machine
- model selection
- lot sizing
- regression model
- cutting plane
- interior point methods
- least squares
- optimal solution
- convex hull
- moving objects
- support vector
- cross validation
- objective function
- primal dual
- np hard
- learning algorithm
- ls svm
- variable selection
- graphical models
- dynamic programming