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Restriction (mathematics)

Function with a smaller domain

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In mathematics, the restriction of a function f is a new function, denoted f\vert _{A} or f{\upharpoonright _{A}}, obtained by choosing a smaller domain A for the original function f. The function f is then said to extend f\vert _{A}.

01Formal definition

Let f:E\to F be a function from a set E to a set F. If a set A is a subset of E, then the restriction of f to A is the function {f|}_{A}:A\to F given by {f|}_{A}(x)=f(x) for x\in A. Informally, the restriction of f to A is the same function as f, but is only defined on A.

If the function f is thought of as a relation (x,f(x)) on the Cartesian product E\times F, then the restriction of f to A can be represented by its graph,

G({f|}_{A})=\{(x,f(x))\in G(f):x\in A\}=G(f)\cap (A\times F),

where the pairs (x,f(x)) represent ordered pairs in the graph G.

Extensions

A function F is said to be an extension of another function f if whenever x is in the domain of f then x is also in the domain of F and f(x)=F(x). That is, if \operatorname {domain} f\subseteq \operatorname {domain} F and F{\big \vert }_{\operatorname {domain} f}=f.

A linear extension (respectively, continuous extension, etc.) of a function f is an extension of f that is also a linear map (respectively, a continuous map, etc.).

02Examples

  1. The restriction of the non-injective functionf:\mathbb {R} \to \mathbb {R} ,\ x\mapsto x^{2} to the domain \mathbb {R} _{+}=[0,\infty ) is the injectionf:\mathbb {R} _{+}\to \mathbb {R} ,\ x\mapsto x^{2}.
  2. The factorial function is the restriction of the gamma function to the positive integers, with the argument shifted by one: {\Gamma |}_{\mathbb {Z} ^{+}}\!(n)=(n-1)!

03Properties of restrictions

  • Restricting a function f:X\rightarrow Y to its entire domain X gives back the original function, that is, f|_{X}=f.
  • Restricting a function twice is the same as restricting it once, that is, if A\subseteq B\subseteq \operatorname {dom} f, then \left(f|_{B}\right)|_{A}=f|_{A}.
  • The restriction of the identity function on a set X to a subset A of X is just the inclusion map from A into X.
  • The restriction of a continuous function is continuous.

04Applications

Inverse functions

For a function to have an inverse, it must be one-to-one. If a function f is not one-to-one, it may be possible to define a partial inverse of f by restricting the domain. For example, the function f(x)=x^{2} defined on the whole of \mathbb {R} is not one-to-one since x^{2}=(-x)^{2} for any x\in \mathbb {R} . However, the function becomes one-to-one if we restrict to the domain \mathbb {R} _{\geq 0}=[0,\infty ), in which case f^{-1}(y)={\sqrt {y}}.

(If we instead restrict to the domain (-\infty ,0], then the inverse is the negative of the square root of y.) Alternatively, there is no need to restrict the domain if we allow the inverse to be a multivalued function.

Selection operators

In relational algebra, a selection (sometimes called a restriction to avoid confusion with SQL's use of SELECT) is a unary operation written as \sigma _{a\theta b}(R) or \sigma _{a\theta v}(R) where:

The selection \sigma _{a\theta b}(R) selects all those tuples in R for which \theta holds between the a and the b attribute.

The selection \sigma _{a\theta v}(R) selects all those tuples in R for which \theta holds between the a attribute and the value v.

Thus, the selection operator restricts to a subset of the entire database.

The pasting lemma

The pasting lemma is a result in topology that relates the continuity of a function with the continuity of its restrictions to subsets.

Let X,Y be two closed subsets (or two open subsets) of a topological space A such that A=X\cup Y, and let B also be a topological space. If f:A\to B is continuous when restricted to both X and Y, then f is continuous.

This result allows one to take two continuous functions defined on closed (or open) subsets of a topological space and create a new one.

Sheaves

Sheaves provide a way of generalizing restrictions to objects besides functions.

In sheaf theory, one assigns an object F(U) in a category to each open set U of a topological space, and requires that the objects satisfy certain conditions. The most important condition is that there are restriction morphisms between every pair of objects associated to nested open sets; that is, if V\subseteq U, then there is a morphism \operatorname {res} _{V,U}:F(U)\to F(V) satisfying the following properties, which are designed to mimic the restriction of a function:

  • For every open set U of X, the restriction morphism \operatorname {res} _{U,U}:F(U)\to F(U) is the identity morphism on F(U).
  • If we have three open sets W\subseteq V\subseteq U, then the composite \operatorname {res} _{W,V}\circ \operatorname {res} _{V,U}=\operatorname {res} _{W,U}.
  • (Locality) If \left(U_{i}\right) is an open covering of an open set U, and if s,t\in F(U) are such that s{\big \vert }_{U_{i}}=t{\big \vert }_{U_{i}} for each set U_{i} of the covering, then s=t; and
  • (Gluing) If \left(U_{i}\right) is an open covering of an open set U, and if for each i a section x_{i}\in F\left(U_{i}\right) is given such that for each pair U_{i},U_{j} of the covering sets the restrictions of s_{i} and s_{j} agree on the overlaps: s_{i}{\big \vert }_{U_{i}\cap U_{j}}=s_{j}{\big \vert }_{U_{i}\cap U_{j}}, then there is a section s\in F(U) such that s{\big \vert }_{U_{i}}=s_{i} for each i.

The collection of all such objects is called a sheaf. If only the first two properties are satisfied, it is a pre-sheaf.

05Left- and right-restriction

More generally, the restriction (or domain restriction or left-restriction) A\triangleleft R of a binary relation R between E and F may be defined as a relation having domain A, codomain F and graph G(A\triangleleft R)=\{(x,y)\in F(R):x\in A\}. Similarly, one can define a right-restriction or range restriction R\triangleright B. Indeed, one could define a restriction to n-ary relations, as well as to subsets understood as relations, such as ones of the Cartesian product E\times F for binary relations. These cases do not fit into the scheme of sheaves.

06Anti-restriction

The domain anti-restriction (or domain subtraction) of a function or binary relation R (with domain E and codomain F) by a set A may be defined as (E\setminus A)\triangleleft R; it removes all elements of A from the domain E. It is sometimes denoted A  R. Similarly, the range anti-restriction (or range subtraction) of a function or binary relation R by a set B is defined as R\triangleright (F\setminus B); it removes all elements of B from the codomain F. It is sometimes denoted R  B.

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Sources and credits

This article is adapted from the Wikipedia article Restriction (mathematics), written by its contributors and licensed under CC BY-SA 4.0. Fathomly has changed the layout, removed citation markers, navigation and maintenance notices, and adjusted punctuation. This adapted version is shared under the same license. For references, see the original article.

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