The NormNuc class.

Source: R/atoms.R

The nuclear norm, i.e. sum of the singular values of a matrix.

NormNuc(A)

# S4 method for NormNuc
to_numeric(object, values)

# S4 method for NormNuc
allow_complex(object)

# S4 method for NormNuc
dim_from_args(object)

# S4 method for NormNuc
sign_from_args(object)

# S4 method for NormNuc
is_atom_convex(object)

# S4 method for NormNuc
is_atom_concave(object)

# S4 method for NormNuc
is_incr(object, idx)

# S4 method for NormNuc
is_decr(object, idx)

# S4 method for NormNuc
.grad(object, values)

Arguments

A

An Expression or numeric matrix.

object

A NormNuc object.

values

A list of numeric values for the arguments

idx

An index into the atom.

Methods (by generic)

  • to_numeric(NormNuc): The nuclear norm (i.e., the sum of the singular values) of A.

  • allow_complex(NormNuc): Does the atom handle complex numbers?

  • dim_from_args(NormNuc): The atom is a scalar.

  • sign_from_args(NormNuc): The atom is positive.

  • is_atom_convex(NormNuc): The atom is convex.

  • is_atom_concave(NormNuc): The atom is not concave.

  • is_incr(NormNuc): The atom is not monotonic in any argument.

  • is_decr(NormNuc): The atom is not monotonic in any argument.

  • .grad(NormNuc): Gives the (sub/super)gradient of the atom w.r.t. each variable

Slots

A

An Expression or numeric matrix.