In
mathematics
Mathematics is an area of knowledge that includes the topics of numbers, formulas and related structures, shapes and the spaces in which they are contained, and quantities and their changes. These topics are represented in modern mathematics ...
, particularly in
functional analysis and
topology, closed graph is a property of
functions.
A function between
topological spaces has a closed graph if its
graph is a
closed subset
In geometry, topology, and related branches of mathematics, a closed set is a set whose complement is an open set. In a topological space, a closed set can be defined as a set which contains all its limit points. In a complete metric space, a clo ...
of the
product space .
A related property is open graph.
This property is studied because there are many theorems, known as
closed graph theorems, giving conditions under which a function with a closed graph is necessarily
continuous
Continuity or continuous may refer to:
Mathematics
* Continuity (mathematics), the opposing concept to discreteness; common examples include
** Continuous probability distribution or random variable in probability and statistics
** Continuous ...
. One particularly well-known class of closed graph theorems are the
closed graph theorems in functional analysis.
Definitions
Graphs and set-valued functions
:Definition and notation: The
graph of a
function is the set
::.
:Notation: If is a set then the
power set of , which is the set of all subsets of , is denoted by or .
:Definition: If and are sets, a
set-valued function
A set-valued function (or correspondence) is a mathematical function that maps elements from one set, the domain of the function, to subsets of another set. Set-valued functions are used in a variety of mathematical fields, including optimizatio ...
in on (also called a -valued multifunction on ) is a function with
domain
Domain may refer to:
Mathematics
*Domain of a function, the set of input values for which the (total) function is defined
**Domain of definition of a partial function
**Natural domain of a partial function
**Domain of holomorphy of a function
* Do ...
that is valued in . That is, is a function on such that for every , is a subset of .
:* Some authors call a function a set-valued function only if it satisfies the additional requirement that is not empty for every ; this article does not require this.
:Definition and notation: If is a set-valued function in a set then the graph of is the set
::.
:Definition: A function can be canonically identified with the set-valued function defined by for every , where is called the canonical set-valued function induced by (or associated with) .
:*Note that in this case, .
Open and closed graph
We give the more general definition of when a -valued function or set-valued function defined on a ''subset'' of has a closed graph since this generality is needed in the study of
closed linear operator
In mathematics, particularly in functional analysis and topology, closed graph is a property of functions.
A function between topological spaces has a closed graph if its graph is a closed subset of the product space .
A related property is ...
s that are defined on a dense subspace of a
topological vector space (and not necessarily defined on all of ).
This particular case is one of the main reasons why functions with closed graphs are studied in
functional analysis.
:Assumptions: Throughout, and are
topological spaces, , and is a -valued function or set-valued function on (i.e. or ). will always be endowed with the
product topology.
:Definition: We say that has a closed graph (resp. open graph, sequentially closed graph, sequentially open graph) in if the graph of , , is a
closed
Closed may refer to:
Mathematics
* Closure (mathematics), a set, along with operations, for which applying those operations on members always results in a member of the set
* Closed set, a set which contains all its limit points
* Closed interval, ...
(resp.
open,
sequentially closed,
sequentially open) subset of when is endowed with the
product topology. If or if is clear from context then we may omit writing "in "
:Observation: If is a function and is the canonical set-valued function induced by (i.e. is defined by for every ) then since , has a closed (resp. sequentially closed, open, sequentially open) graph in if and only if the same is true of .
Closable maps and closures
:Definition: We say that the function (resp. set-valued function) is closable in if there exists a subset containing and a function (resp. set-valued function) 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 .
:*Additional assumptions for linear maps: If in addition, , , and are
topological vector spaces and is a
linear map then to call closable we also require that the set be a vector subspace of and the closure of be a linear map.
:Definition: If is closable on then a core or essential domain 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 ).
Closed maps and closed linear operators
:Definition and notation: When we write then we mean that is a -valued function with domain where . If we say that is closed (resp. sequentially closed) or has a closed graph (resp. has a sequentially closed graph) then we mean that the graph of is closed (resp. sequentially closed) in (rather than in ).
When reading literature in
functional analysis, if is a
linear map between
topological vector spaces (TVSs) (e.g.
Banach space
In mathematics, more specifically in functional analysis, a Banach space (pronounced ) 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 vector ...
s) then " is closed" will almost always means the following:
:Definition: A map is called closed if its graph is closed in . In particular, the term "closed linear operator" will almost certainly refer to a
linear map whose graph is closed.
Otherwise, especially in literature about
point-set topology, " is closed" may instead mean the following:
:Definition: A map between topological spaces is called a
closed map
In mathematics, more specifically in topology, an open map is a function between two topological spaces that maps open sets to open sets.
That is, a function f : X \to Y is open if for any open set U in X, the image f(U) is open in Y.
Likewise, a ...
if the image of a closed subset of is a closed subset of .
These two definitions of "closed map" are not equivalent.
If it is unclear, then it is recommended that a reader check how "closed map" is defined by the literature they are reading.
Characterizations
Throughout, let and be topological spaces.
;Function with a closed graph
If is a function then the following are equivalent:
# has a closed graph (in );
# (definition) the graph of , , is a closed subset of ;
# for every and
net in such that in , if is such that the net in then ;
#* Compare this to the definition of continuity in terms of nets, which recall is the following: for every and net in such that in , in .
#* Thus to show that the function has a closed graph we ''may'' assume that converges in to some (and then show that ) while to show that is continuous we may ''not'' assume that converges in to some and we must instead prove that this is true (and moreover, we must more specifically prove that converges to in ).
and if is a
Hausdorff compact space then we may add to this list:
#
is continuous;
and if both and are
first-countable spaces then we may add to this list:
#
has a sequentially closed graph (in );
;Function with a sequentially closed graph
If is a function then the following are equivalent:
# has a sequentially closed graph (in );
# (definition) the graph of is a sequentially closed subset of ;
# for every and
sequence in such that in , if is such that the net in then ;
;set-valued function with a closed graph
If is a set-valued function between topological spaces and then the following are equivalent:
# has a closed graph (in );
# (definition) the graph of is a closed subset of ;
and if is
compact
Compact as used in politics may refer broadly to a pact or treaty; in more specific cases it may refer to:
* Interstate compact
* Blood compact, an ancient ritual of the Philippines
* Compact government, a type of colonial rule utilized in British ...
and
Hausdorff then we may add to this list:
#
is upper hemicontinuous and is a closed subset of for all ;
and if both and are metrizable spaces then we may add to this list:
#
for all , , and sequences in and in such that in and in , and for all , then .
Sufficient conditions for a closed graph
* If is a
continuous function
In mathematics, a continuous function is a function such that a continuous variation (that is a change without jump) of the argument induces a continuous variation of the value of the function. This means that there are no abrupt changes in value ...
between topological spaces and if is
Hausdorff then has a closed graph in .
** Note that if is a function between Hausdorff topological spaces then it is possible for to have a closed graph in but ''not'' be continuous.
Closed graph theorems: When a closed graph implies continuity
Conditions that guarantee that a function with a closed graph is necessarily continuous are called
closed graph theorems.
Closed graph theorems are of particular interest in
functional analysis where there are many theorems giving conditions under which a
linear map with a closed graph is necessarily continuous.
* If is a function between topological spaces whose graph is closed in and if is a
compact space then is continuous.
Examples
Continuous but ''not'' closed maps
* Let denote the real numbers with the usual
Euclidean topology and let denote with the
indiscrete topology (where note that is ''not'' Hausdorff and that every function valued in is continuous). Let be defined by and for all . Then is continuous but its graph is ''not'' closed in .
* If is any space then the identity map is continuous but its graph, which is the diagonal , is closed in if and only if is Hausdorff. In particular, if is not Hausdorff then is continuous but ''not'' closed.
* If is a continuous map whose graph is not closed then is ''not'' a Hausdorff space.
Closed but ''not'' continuous maps
* Let and both denote the real numbers with the usual
Euclidean topology. Let be defined by and for all . Then has a closed graph (and a sequentially closed graph) in but it is ''not'' continuous (since it has a discontinuity at ).
* Let denote the real numbers with the usual
Euclidean topology, let denote with the
discrete topology, and let be the
identity map
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, unch ...
(i.e. for every ). Then is a
linear map whose graph is closed in but it is clearly ''not'' continuous (since singleton sets are open in but not in ).
* Let be a Hausdorff TVS and let be a vector topology on that is strictly finer than . Then the identity map a closed discontinuous linear operator.
Closed linear operators
Every continuous linear operator valued in a Hausdorff
topological vector space (TVS) has a closed graph and recall that a linear operator between two
normed space
In mathematics, a normed vector space or normed space is a vector space over the real or complex numbers, on which a norm is defined. A norm is the formalization and the generalization to real vector spaces of the intuitive notion of "length" i ...
s is continuous if and only if it is
bounded
Boundedness or bounded may refer to:
Economics
* Bounded rationality, the idea that human rationality in decision-making is bounded by the available information, the cognitive limitations, and the time available to make the decision
* Bounded e ...
.
:Definition: If and are
topological vector spaces (TVSs) then we call a
linear map a closed linear operator if its graph is closed in .
Closed graph theorem
The
closed graph theorem states that any closed linear operator between two
F-spaces (such as
Banach space
In mathematics, more specifically in functional analysis, a Banach space (pronounced ) 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 vector ...
s) is continuous, where recall that if and are
Banach space
In mathematics, more specifically in functional analysis, a Banach space (pronounced ) 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 vector ...
s then being continuous is equivalent to being bounded.
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;
* 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; that is, implies . (Equivalently, implies in the equivalent contrapositiv ...
then its
inverse
Inverse or invert may refer to:
Science and mathematics
* Inverse (logic), a type of conditional sentence which is an immediate inference made from another conditional sentence
* Additive inverse (negation), the inverse of a number that, when ad ...
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 .
Example
Consider the
derivative operator where is the Banach space of all
continuous function
In mathematics, a continuous function is a function such that a continuous variation (that is a change without jump) of the argument induces a continuous variation of the value of the function. This means that there are no abrupt changes in value ...
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 , then will no longer be closed, but it will be closable, with the closure being its extension defined on .
See also
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References
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Functional analysis
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