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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 f : X \to Y 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 X. 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 X. A partial function f is declared with the notation f : D \subseteq X \to Y, which indicates that f has prototype f : D \to Y (that is, its domain is D 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 Y) 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 f is the set \operatorname = \. However, one exception to this is the definition of "closed graph". A function f : D \subseteq X \to Y is said to have a closed graph if \operatorname f is a closed subset of X \times Y 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 X \times Y and D \times Y = \operatorname f \times Y as it was defined above for ordinary functions. In contrast, when f : D \to Y is considered as an ordinary function (rather than as the partial function f : D \subseteq X \to Y), then "having a closed graph" would instead mean that \operatorname f is a closed subset of D \times Y. If \operatorname f is a closed subset of X \times Y then it is also a closed subset of \operatorname (f) \times Y 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 f : D \subseteq X \to Y is in X \times Y if there exists a E \subseteq X containing D and a function (resp. multifunction) F : E \to Y whose graph is equal to the closure of the set \operatorname f in X \times Y. Such an F is called a closure of f in X \times Y, is denoted by \overline, and necessarily extends f. If f : D \subseteq X \to Y is a closable linear operator then a or an of f is a subset C \subseteq D such that the closure in X \times Y of the graph of the restriction f\big\vert_C : C \to Y of f to C is equal to the closure of the graph of f in X \times Y (i.e. the closure of \operatorname f in X \times Y is equal to the closure of \operatorname f\big\vert_C in X \times Y).


Examples

A bounded operator is a closed operator. Here are examples of closed operators that are not bounded. * If (X, \tau) is a Hausdorff TVS and \nu is a vector topology on X that is strictly finer than \tau, then the identity map \operatorname : (X, \tau) \to (X, \nu) 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 A = \frac where X = Y = C(
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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
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If one takes its domain D(f) to be C^1(
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, then f is a closed operator, which is not bounded. On the other hand, if D(f) is the space C^\infty(
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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 f will no longer be closed, but it will be closable, with the closure being its extension defined on C^1(
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.


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