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Restriction (mathematics)

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Restriction (mathematics)

In mathematics, the restriction of a function f is a new function f|A obtained by choosing a smaller domain A for the original function f. The notation f A is also used.

Contents

Formal definition

Let f : EF be a function from a set E to a set F, so that the domain of f is in E ( d o m f E ). If a set A is a subset of E, then the restriction of f to A is the function

f | A : A F .

Informally, the restriction of f to A is the same function as f, but is only defined on A d o m f .

If the function f is thought of as a relation ( x , f ( x ) ) on the Cartesian product E × F , then the restriction of f to A can be represented by the graph G ( f | A ) = { ( x , f ( x ) ) G ( f ) x A } = G ( f ) ( A × F ) , where the pairs ( x , f ( x ) ) represent edges in the graph G.

Examples

  1. The restriction of the non-injective function f : R R ; x x 2 to R + = [ 0 , ) is the injection f : R + R ; x x 2 .
  2. The factorial function is the restriction of the gamma function to the integers.

Properties of restrictions

  • Restricting a function f : X Y to its entire domain X gives back the original function; i.e., f | X = f .
  • Restricting a function twice is the same as restricting it once; i.e. if A B d o m f , then ( f | B ) | A = f | A .
  • The restriction of the identity function on a space X to a subset A of X is just the inclusion map of A into X.
  • The restriction of a continuous function is continuous.
  • 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

    is not one-to-one, since x2 = (−x)2. However, the function becomes one-to-one if we restrict to the domain x ≥ 0, in which case

    f 1 ( y ) = y .

    (If we instead restrict to the domain x ≤ 0, then the inverse is the negative of the square root of y.) Alternatively, there is no need to restrict the domain if we are content with the inverse being 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 σ a θ b ( R ) or σ a θ v ( R ) where:

  • a and b are attribute names
  • θ is a binary operation in the set { < , , = , , , > }
  • v is a value constant
  • R is a relation
  • The selection σ a θ b ( R ) selects all those tuples in R for which θ holds between the a and the b attribute.

    The selection σ a θ v ( R ) selects all those tuples in R for which θ 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 both closed (or both open) subsets of a topological space A such that A = X Y , and let B also be a topological space. If f : A 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; i.e., if V U , then there is a morphism resV,U : F(U) → 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 resU,U : F(U) → F(U) is the identity morphism on F(U).
  • If we have three open sets WVU, then the composite resW,V o resV,U = resW,U.
  • (Locality) If (Ui) is an open covering of an open set U, and if s,tF(U) are such that s|Ui = t|Ui for each set Ui of the covering, then s = t; and
  • (Gluing) If (Ui) is an open covering of an open set U, and if for each i a section siF(Ui) is given such that for each pair Ui,Uj of the covering sets the restrictions of si and sj agree on the overlaps: si|UiUj = sj|UiUj, then there is a section sF(U) such that s|Ui = si 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.

    Left- and right-restriction

    More generally, the restriction (or domain restriction or left-restriction) A ◁ R of a binary relation R between E and F may be defined as a relation having domain A, codomain F and graph G(AR) = {(x, y) ∈ G(R) | xA} . Similarly, one can define a right-restriction or range restriction RB. Indeed, one could define a restriction to n-ary relations, as well as to subsets understood as relations, such as ones of E × F for binary relations. These cases do not fit into the scheme of sheaves.

    Anti-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  A) ◁ 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 ▷ (F  B); it removes all elements of B from the codomain F. It is sometimes denoted R ⩥ B.

    References

    Restriction (mathematics) Wikipedia