MinElemwise-class function

The MinElemwise class.

The MinElemwise class.

This class represents the elementwise minimum. class

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

Arguments

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

Methods (by generic)

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

Slots

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