GlobalConstraint

Specify a global shape constraint for a constrained spline fit.

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Declaration

classdef GlobalConstraint

Overview

Use GlobalConstraint to describe semantic whole-domain constraints such as positivity or monotonicity. These objects are intended to be compiled into linear coefficient inequalities by constrained fitting classes.

Basic usage

c1 = GlobalConstraint.positive();
c2 = GlobalConstraint.monotonicIncreasing(dimension=2);

Topics

• Specify global constraints
  • GlobalConstraint Create a global spline-constraint object.
  • monotonicDecreasing Create a monotone-decreasing constraint along one dimension.
  • monotonicIncreasing Create a monotone-increasing constraint along one dimension.
  • positive Create a positivity constraint.
• Inspect global constraint properties
  • dimension Tensor dimension associated with the constraint, when applicable.
  • shape constraint kind.

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