QuadForm-class: The QuadForm class.

In anqif/cvxr: Disciplined Convex Optimization

The QuadForm class.

Description

This class represents the quadratic form x^T P x

Usage

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.

anqif/cvxr documentation built on Nov. 11, 2024, 1:52 a.m.