MaxElemwise-class function

The MaxElemwise class.

The MaxElemwise class.

This class represents the elementwise maximum. class

MaxElemwise(arg1, arg2, ...) ## S4 method for signature 'MaxElemwise' to_numeric(object, values) ## S4 method for signature 'MaxElemwise' sign_from_args(object) ## S4 method for signature 'MaxElemwise' is_atom_convex(object) ## S4 method for signature 'MaxElemwise' is_atom_concave(object) ## S4 method for signature 'MaxElemwise' is_atom_log_log_convex(object) ## S4 method for signature 'MaxElemwise' is_atom_log_log_concave(object) ## S4 method for signature 'MaxElemwise' is_incr(object, idx) ## S4 method for signature 'MaxElemwise' is_decr(object, idx) ## S4 method for signature 'MaxElemwise' is_pwl(object) ## S4 method for signature 'MaxElemwise' .grad(object, values)

Arguments

  • arg1: The first Expression in the maximum operation.
  • arg2: The second Expression in the maximum operation.
  • ...: Additional Expression objects in the maximum operation.
  • object: A MaxElemwise object.
  • values: A list of numeric values for the arguments
  • idx: An index into the atom.

Methods (by generic)

  • to_numeric(MaxElemwise): The elementwise maximum.
  • sign_from_args(MaxElemwise): The sign of the atom.
  • is_atom_convex(MaxElemwise): The atom is convex.
  • is_atom_concave(MaxElemwise): The atom is not concave.
  • is_atom_log_log_convex(MaxElemwise): Is the atom log-log convex?
  • is_atom_log_log_concave(MaxElemwise): Is the atom log-log concave?
  • is_incr(MaxElemwise): The atom is weakly increasing.
  • is_decr(MaxElemwise): The atom is not weakly decreasing.
  • is_pwl(MaxElemwise): Are all the arguments piecewise linear?
  • .grad(MaxElemwise): Gives the (sub/super)gradient of the atom w.r.t. each variable

Slots

  • arg1: The first Expression in the maximum operation.
  • arg2: The second Expression in the maximum operation.
  • ...: Additional Expression objects in the maximum operation.
  • Maintainer: Anqi Fu
  • License: Apache License 2.0 | file LICENSE
  • Last published: 2024-11-07