The Leaf class. — Leaf-class • CVXR

This class represents a leaf node, i.e. a Variable, Constant, or Parameter.

# S4 method for Leaf
get_data(object)

# S4 method for Leaf
dim(x)

# S4 method for Leaf
variables(object)

# S4 method for Leaf
parameters(object)

# S4 method for Leaf
constants(object)

# S4 method for Leaf
atoms(object)

# S4 method for Leaf
is_convex(object)

# S4 method for Leaf
is_concave(object)

# S4 method for Leaf
is_log_log_convex(object)

# S4 method for Leaf
is_log_log_concave(object)

# S4 method for Leaf
is_nonneg(object)

# S4 method for Leaf
is_nonpos(object)

# S4 method for Leaf
is_pos(object)

# S4 method for Leaf
is_neg(object)

# S4 method for Leaf
is_hermitian(object)

# S4 method for Leaf
is_symmetric(object)

# S4 method for Leaf
is_imag(object)

# S4 method for Leaf
is_complex(object)

# S4 method for Leaf
domain(object)

# S4 method for Leaf
project(object, value)

# S4 method for Leaf
project_and_assign(object, value)

# S4 method for Leaf
value(object)

# S4 method for Leaf
value(object) <- value

# S4 method for Leaf
validate_val(object, val)

# S4 method for Leaf
is_psd(object)

# S4 method for Leaf
is_nsd(object)

# S4 method for Leaf
is_quadratic(object)

# S4 method for Leaf
is_pwl(object)

Arguments

object, x: A Leaf object.
value: A numeric scalar, vector, or matrix.
val: The assigned value.

Methods (by generic)

get_data(Leaf): Leaves are not copied.
dim(Leaf): The dimensions of the leaf node.
variables(Leaf): List of Variable objects in the leaf node.
parameters(Leaf): List of Parameter objects in the leaf node.
constants(Leaf): List of Constant objects in the leaf node.
atoms(Leaf): List of Atom objects in the leaf node.
is_convex(Leaf): A logical value indicating whether the leaf node is convex.
is_concave(Leaf): A logical value indicating whether the leaf node is concave.
is_log_log_convex(Leaf): Is the expression log-log convex?
is_log_log_concave(Leaf): Is the expression log-log concave?
is_nonneg(Leaf): A logical value indicating whether the leaf node is nonnegative.
is_nonpos(Leaf): A logical value indicating whether the leaf node is nonpositive.
is_pos(Leaf): Is the expression positive?
is_neg(Leaf): Is the expression negative?
is_hermitian(Leaf): A logical value indicating whether the leaf node is hermitian.
is_symmetric(Leaf): A logical value indicating whether the leaf node is symmetric.
is_imag(Leaf): A logical value indicating whether the leaf node is imaginary.
is_complex(Leaf): A logical value indicating whether the leaf node is complex.
domain(Leaf): A list of constraints describing the closure of the region where the leaf node is finite. Default is the full domain.
project(Leaf): Project value onto the attribute set of the leaf.
project_and_assign(Leaf): Project and assign a value to the leaf.
value(Leaf): Get the value of the leaf.
value(Leaf) <- value: Set the value of the leaf.
validate_val(Leaf): Check that val satisfies symbolic attributes of leaf.
is_psd(Leaf): A logical value indicating whether the leaf node is a positive semidefinite matrix.
is_nsd(Leaf): A logical value indicating whether the leaf node is a negative semidefinite matrix.
is_quadratic(Leaf): Leaf nodes are always quadratic.
is_pwl(Leaf): Leaf nodes are always piecewise linear.

Slots

id: (Internal) A unique integer identification number used internally.
dim: The dimensions of the leaf.
value: The numeric value of the leaf.
nonneg: Is the leaf nonnegative?
nonpos: Is the leaf nonpositive?
complex: Is the leaf a complex number?
imag: Is the leaf imaginary?
symmetric: Is the leaf a symmetric matrix?
diag: Is the leaf a diagonal matrix?
PSD: Is the leaf positive semidefinite?
NSD: Is the leaf negative semidefinite?
hermitian: Is the leaf hermitian?
boolean: Is the leaf boolean? Is the variable boolean? May be TRUE = entire leaf is boolean, FALSE = entire leaf is not boolean, or a vector of indices which should be constrained as boolean, where each index is a vector of length exactly equal to the length of dim.
integer: Is the leaf integer? The semantics are the same as the boolean argument.
sparsity: A matrix representing the fixed sparsity pattern of the leaf.
pos: Is the leaf strictly positive?
neg: Is the leaf strictly negative?