Inequality Constraints in Regression Models to Symbolic Interval Variables.
Eufrasio de Andrade Lima NetoFrancisco de A. T. de CarvalhoJose F. Coelho NetoPublished in: IJCNN (2007)
Keyphrases
- regression model
- inequality constraints
- interval valued data
- equality constraints
- target variable
- explanatory variables
- convex quadratic
- nonlinear programming
- constrained optimization
- interior point methods
- regression analysis
- linear regression models
- model selection
- linear constraints
- optimal solution
- variable selection
- decomposition algorithm
- input variables
- complex valued
- constrained optimization problems
- prediction model
- optimality conditions
- extreme values
- linear programming
- constraint satisfaction
- objective function
- regression trees
- least squares