QuadOverLin-class function

The QuadOverLin class.

The QuadOverLin class.

This class represents the sum of squared entries in X divided by a scalar y, i,jXi,j2/y\sum_{i,j} X_{i,j}^2/y. class

QuadOverLin(x, y) ## S4 method for signature 'QuadOverLin' allow_complex(object) ## S4 method for signature 'QuadOverLin' to_numeric(object, values) ## S4 method for signature 'QuadOverLin' validate_args(object) ## S4 method for signature 'QuadOverLin' dim_from_args(object) ## S4 method for signature 'QuadOverLin' sign_from_args(object) ## S4 method for signature 'QuadOverLin' is_atom_convex(object) ## S4 method for signature 'QuadOverLin' is_atom_concave(object) ## S4 method for signature 'QuadOverLin' is_atom_log_log_convex(object) ## S4 method for signature 'QuadOverLin' is_atom_log_log_concave(object) ## S4 method for signature 'QuadOverLin' is_incr(object, idx) ## S4 method for signature 'QuadOverLin' is_decr(object, idx) ## S4 method for signature 'QuadOverLin' is_quadratic(object) ## S4 method for signature 'QuadOverLin' is_qpwa(object) ## S4 method for signature 'QuadOverLin' .domain(object) ## S4 method for signature 'QuadOverLin' .grad(object, values)

Arguments

  • x: An Expression or numeric matrix.
  • y: A scalar Expression or numeric constant.
  • object: A QuadOverLin object.
  • values: A list of numeric values for the arguments
  • idx: An index into the atom.

Methods (by generic)

  • allow_complex(QuadOverLin): Does the atom handle complex numbers?
  • to_numeric(QuadOverLin): The sum of the entries of x squared over y.
  • validate_args(QuadOverLin): Check the dimensions of the arguments.
  • dim_from_args(QuadOverLin): The atom is a scalar.
  • sign_from_args(QuadOverLin): The atom is positive.
  • is_atom_convex(QuadOverLin): The atom is convex.
  • is_atom_concave(QuadOverLin): The atom is not concave.
  • is_atom_log_log_convex(QuadOverLin): Is the atom log-log convex?
  • is_atom_log_log_concave(QuadOverLin): Is the atom log-log concave?
  • is_incr(QuadOverLin): A logical value indicating whether the atom is weakly increasing in argument idx.
  • is_decr(QuadOverLin): A logical value indicating whether the atom is weakly decreasing in argument idx.
  • is_quadratic(QuadOverLin): Quadratic if x is affine and y is constant.
  • is_qpwa(QuadOverLin): Quadratic of piecewise affine if x is piecewise linear and y is constant.
  • .domain(QuadOverLin): Returns constraints describing the domain of the node
  • .grad(QuadOverLin): Gives the (sub/super)gradient of the atom w.r.t. each variable

Slots

  • x: An Expression or numeric matrix.
  • y: A scalar Expression or numeric constant.
  • Maintainer: Anqi Fu
  • License: Apache License 2.0 | file LICENSE
  • Last published: 2024-11-07