In
functional analysis
Functional analysis is a branch of mathematical analysis, the core of which is formed by the study of vector spaces endowed with some kind of limit-related structure (for example, Inner product space#Definition, inner product, Norm (mathematics ...
, a branch of mathematics, a closed linear operator or often a closed operator is a
linear operator
In mathematics, and more specifically in linear algebra, a linear map (also called a linear mapping, linear transformation, vector space homomorphism, or in some contexts linear function) is a mapping V \to W between two vector spaces that pr ...
whose graph is closed (see
closed graph property). It is a basic example of an
unbounded operator
In mathematics, more specifically functional analysis and operator theory, the notion of unbounded operator provides an abstract framework for dealing with differential operators, unbounded observables in quantum mechanics, and other cases.
The t ...
.
The
closed graph theorem says a linear operator
between
Banach space
In mathematics, more specifically in functional analysis, a Banach space (, ) is a complete normed vector space. Thus, a Banach space is a vector space with a metric that allows the computation of vector length and distance between vectors and ...
s is a closed operator if and only if it is a
bounded operator
In functional analysis and operator theory, a bounded linear operator is a linear transformation L : X \to Y between topological vector spaces (TVSs) X and Y that maps bounded subsets of X to bounded subsets of Y.
If X and Y are normed vector ...
and the domain of the operator is
. Hence, a closed linear operator that is used in practice is typically only
defined on a dense subspace of a Banach space.
Definition
It is common in functional analysis to consider
partial function
In mathematics, a partial function from a set to a set is a function from a subset of (possibly the whole itself) to . The subset , that is, the '' domain'' of viewed as a function, is called the domain of definition or natural domain ...
s, which are functions defined on a
subset
In mathematics, a Set (mathematics), set ''A'' is a subset of a set ''B'' if all Element (mathematics), elements of ''A'' are also elements of ''B''; ''B'' is then a superset of ''A''. It is possible for ''A'' and ''B'' to be equal; if they a ...
of some space
A partial function
is declared with the notation
which indicates that
has prototype
(that is, its
domain is
and its
codomain
In mathematics, a codomain, counter-domain, or set of destination of a function is a set into which all of the output of the function is constrained to fall. It is the set in the notation . The term '' range'' is sometimes ambiguously used to ...
is
)
Every partial function is, in particular, a function and so all terminology for functions can be applied to them. For instance, the
graph
Graph may refer to:
Mathematics
*Graph (discrete mathematics), a structure made of vertices and edges
**Graph theory, the study of such graphs and their properties
*Graph (topology), a topological space resembling a graph in the sense of discret ...
of a partial function
is the set
However, one exception to this is the definition of "closed graph". A function
is said to have a closed graph if
is a closed subset of
in the
product topology
In topology and related areas of mathematics, a product space is the Cartesian product of a family of topological spaces equipped with a natural topology called the product topology. This topology differs from another, perhaps more natural-seemin ...
; importantly, note that the product space is
and
as it was defined above for ordinary functions. In contrast, when
is considered as an ordinary function (rather than as the partial function
), then "having a closed graph" would instead mean that
is a closed subset of
If
is a closed subset of
then it is also a closed subset of
although the converse is not guaranteed in general.
Definition: If and are
topological vector space
In mathematics, a topological vector space (also called a linear topological space and commonly abbreviated TVS or t.v.s.) is one of the basic structures investigated in functional analysis.
A topological vector space is a vector space that is als ...
s (TVSs) then we call a
linear map
In mathematics, and more specifically in linear algebra, a linear map (also called a linear mapping, linear transformation, vector space homomorphism, or in some contexts linear function) is a mapping V \to W between two vector spaces that p ...
a closed linear operator if its graph is closed in .
Closable maps and closures
A linear operator
is in
if there exists a
containing
and a function (resp. multifunction)
whose graph is equal to the closure of the set
in
Such an
is called a closure of
in
, is denoted by
and necessarily extends
If
is a closable linear operator then a or an of
is a subset
such that the closure in
of the graph of the restriction
of
to
is equal to the closure of the graph of
in
(i.e. the closure of
in
is equal to the closure of
in
).
Examples
A bounded operator is a closed operator. Here are examples of closed operators that are not bounded.
* If
is a Hausdorff TVS and
is a vector topology on
that is strictly finer than
then the identity map
a closed discontinuous linear operator.
* Consider the
derivative
In mathematics, the derivative is a fundamental tool that quantifies the sensitivity to change of a function's output with respect to its input. The derivative of a function of a single variable at a chosen input value, when it exists, is t ...
operator
where
is the Banach space of all
continuous function
In mathematics, a continuous function is a function such that a small variation of the argument induces a small variation of the value of the function. This implies there are no abrupt changes in value, known as '' discontinuities''. More preci ...
s on an
interval If one takes its domain
to be
then
is a closed operator, which is not bounded.
On the other hand, if
is the space
of
smooth function
In mathematical analysis, the smoothness of a function is a property measured by the number of continuous derivatives (''differentiability class)'' it has over its domain.
A function of class C^k is a function of smoothness at least ; t ...
s scalar valued functions then
will no longer be closed, but it will be closable, with the closure being its extension defined on
Basic properties
The following properties are easily checked for a linear operator between Banach spaces:
* If is closed then is closed where is a scalar and is the
identity function
Graph of the identity function on the real numbers
In mathematics, an identity function, also called an identity relation, identity map or identity transformation, is a function that always returns the value that was used as its argument, unc ...
;
* If is closed, then its
kernel (or nullspace) is a closed vector subspace of ;
* If is closed and
injective
In mathematics, an injective function (also known as injection, or one-to-one function ) is a function that maps distinct elements of its domain to distinct elements of its codomain; that is, implies (equivalently by contraposition, impl ...
then its
inverse is also closed;
* A linear operator admits a closure if and only if for every and every pair of sequences and in both converging to in , such that both and converge in , one has .
References
*
*
*
Linear operators