Tame Your Data—Constrained Spline Regression

The Wolfram System's recent advances in disciplined convex programming are applied to a multi-objective optimization problem: find a cubic spline function with small data distance and curvature. We add positivity, monotonicity and convexity constraints, which we express as norm cone constraints.

advances constraints data express function multi-objective norm optimization programming regression small small data spline wolfram