QuadForm-class function

The QuadForm class.

The QuadForm class.

This class represents the quadratic form xTPxx^T P x class

QuadForm(x, P) ## S4 method for signature 'QuadForm' name(x) ## S4 method for signature 'QuadForm' allow_complex(object) ## S4 method for signature 'QuadForm' to_numeric(object, values) ## S4 method for signature 'QuadForm' validate_args(object) ## S4 method for signature 'QuadForm' sign_from_args(object) ## S4 method for signature 'QuadForm' dim_from_args(object) ## S4 method for signature 'QuadForm' is_atom_convex(object) ## S4 method for signature 'QuadForm' is_atom_concave(object) ## S4 method for signature 'QuadForm' is_atom_log_log_convex(object) ## S4 method for signature 'QuadForm' is_atom_log_log_concave(object) ## S4 method for signature 'QuadForm' is_incr(object, idx) ## S4 method for signature 'QuadForm' is_decr(object, idx) ## S4 method for signature 'QuadForm' is_quadratic(object) ## S4 method for signature 'QuadForm' is_pwl(object) ## S4 method for signature 'QuadForm' .grad(object, values)

Arguments

  • x: An Expression or numeric vector.
  • P: An Expression , numeric matrix, or vector.
  • object: A QuadForm object.
  • values: A list of numeric values for the arguments
  • idx: An index into the atom.

Methods (by generic)

  • name(QuadForm): The name and arguments of the atom.
  • allow_complex(QuadForm): Does the atom handle complex numbers?
  • to_numeric(QuadForm): Returns the quadratic form.
  • validate_args(QuadForm): Checks the dimensions of the arguments.
  • sign_from_args(QuadForm): Returns the sign (is positive, is negative) of the atom.
  • dim_from_args(QuadForm): The dimensions of the atom.
  • is_atom_convex(QuadForm): Is the atom convex?
  • is_atom_concave(QuadForm): Is the atom concave?
  • is_atom_log_log_convex(QuadForm): Is the atom log-log convex?
  • is_atom_log_log_concave(QuadForm): Is the atom log-log concave?
  • is_incr(QuadForm): Is the atom weakly increasing in the argument idx?
  • is_decr(QuadForm): Is the atom weakly decreasing in the argument idx?
  • is_quadratic(QuadForm): Is the atom quadratic?
  • is_pwl(QuadForm): Is the atom piecewise linear?
  • .grad(QuadForm): Gives the (sub/super)gradient of the atom w.r.t. each variable

Slots

  • x: An Expression or numeric vector.
  • P: An Expression , numeric matrix, or vector.
  • Maintainer: Anqi Fu
  • License: Apache License 2.0 | file LICENSE
  • Last published: 2024-11-07