Image (mathematics)

In mathematics, the image of a function is the set of all output values it may produce.

For other uses, see Image (disambiguation).

f is a function from domain X to codomain Y. The yellow oval inside Y is the image of f.

More generally, evaluating a given function f at each element of a given subset A of its domain produces a set called the "image of A under (or through) f ". The inverse image or preimage of a given subset B of the codomain of f is the set of all elements of the domain that map to the members of B.

Image and inverse image may also be defined for general binary relations, not just functions.

Definition

The word "image" is used in three related ways. In these definitions, f : X → Y is a function from the set X to the set Y.

Image of an element

If x is a member of X, then f(x) = y (the value of f when applied to x) is the image of x under f. y is alternatively known as the output of f for argument x.

Image of a subset

The image of a subset A ⊆ X under f is the subset f[A] ⊆ Y defined by (using set-builder notation):

${\displaystyle f[A]=\{f(x)\mid x\in A\}}$

When there is no risk of confusion, f[A] is simply written as f(A). This convention is a common one; the intended meaning must be inferred from the context. This makes f[.] a function whose domain is the power set of X (the set of all subsets of X), and whose codomain is the power set of Y. See Notation below.

Image of a function

The image of a function is the image of its entire domain.

Generalization to binary relations

If R is an arbitrary binary relation on X×Y, the set { y∈Y | xRy for some x∈X } is called the image, or the range, of R. Dually, the set { x∈X | xRy for some y∈Y } is called the domain of R.

Inverse image

"Preimage" redirects here. For the cryptographic attack on hash functions, see preimage attack.

Let f be a function from X to Y. The preimage or inverse image of a set B ⊆ Y under f is the subset of X defined by

${\displaystyle f^{-1}[B]=\{x\in X\,|\,f(x)\in B\}.}$

Other notations include f ^-1 (B) and f ^- (B).[1] The inverse image of a singleton, denoted by f ⁻¹[{y}] or by f ⁻¹[y], is also called the fiber over y or the level set of y. The set of all the fibers over the elements of Y is a family of sets indexed by Y.

For example, for the function f(x) = x², the inverse image of {4} would be {−2, 2}. Again, if there is no risk of confusion, denote f ⁻¹[B] by f ⁻¹(B), and think of f ⁻¹ as a function from the power set of Y to the power set of X. The notation f ⁻¹ should not be confused with that for inverse function. The notation coincides with the usual one, though, for bijections, in the sense that the inverse image of B under f is the image of B under f ⁻¹.

Notation for image and inverse image

The traditional notations used in the previous section can be confusing. An alternative[2] is to give explicit names for the image and preimage as functions between powersets:

Arrow notation

• ${\displaystyle f^{\rightarrow }:{\mathcal {P}}(X)\rightarrow {\mathcal {P}}(Y)}$ with ${\displaystyle f^{\rightarrow }(A)=\{f(a)\;|\;a\in A\}}$
• ${\displaystyle f^{\leftarrow }:{\mathcal {P}}(Y)\rightarrow {\mathcal {P}}(X)}$ with ${\displaystyle f^{\leftarrow }(B)=\{a\in X\;|\;f(a)\in B\}}$

Star notation

• ${\displaystyle f_{\star }:{\mathcal {P}}(X)\rightarrow {\mathcal {P}}(Y)}$ instead of ${\displaystyle f^{\rightarrow }}$
• ${\displaystyle f^{\star }:{\mathcal {P}}(Y)\rightarrow {\mathcal {P}}(X)}$ instead of ${\displaystyle f^{\leftarrow }}$

Other terminology

• An alternative notation for f[A] used in mathematical logic and set theory is f "A.[3][4]
• Some texts refer to the image of f as the range of f, but this usage should be avoided because the word "range" is also commonly used to mean the codomain of f.

Examples

1. f: {1, 2, 3} → {a, b, c, d} defined by ${\displaystyle f(x)=\left\{{\begin{matrix}a,&{\mbox{if }}x=1\\a,&{\mbox{if }}x=2\\c,&{\mbox{if }}x=3.\end{matrix}}\right.}$
   The image of the set {2, 3} under f is f({2, 3}) = {a, c}. The image of the function f is {a, c}. The preimage of a is f ⁻¹({a}) = {1, 2}. The preimage of {a, b} is also {1, 2}. The preimage of {b, d} is the empty set {}.
2. f: R → R defined by f(x) = x².
   The image of {−2, 3} under f is f({−2, 3}) = {4, 9}, and the image of f is R⁺. The preimage of {4, 9} under f is f ⁻¹({4, 9}) = {−3, −2, 2, 3}. The preimage of set N = {n ∈ R | n < 0} under f is the empty set, because the negative numbers do not have square roots in the set of reals.
3. f: R² → R defined by f(x, y) = x² + y².
   The fibres f ⁻¹({a}) are concentric circles about the origin, the origin itself, and the empty set, depending on whether a > 0, a = 0, or a < 0, respectively.
4. If M is a manifold and π: TM → M is the canonical projection from the tangent bundle TM to M, then the fibres of π are the tangent spaces T_x(M) for x∈M. This is also an example of a fiber bundle.
5. A quotient group is a homomorphic image.

Properties

Counter-examples based on f:ℝ→ℝ, x↦x^2, showing that equality generally need not hold for some laws:
f(A1∩A2) ⊊ f(A1) ∩ f(A2)
f(f^−1(B3)) ⊊ B3
f^−1(f(A4)) ⊋ A4

General

For every function ${\displaystyle f:X\rightarrow Y}$ and all subsets ${\displaystyle A\subseteq X}$ and ${\displaystyle B\subseteq Y}$, the following properties hold:

Image	Preimage
${\displaystyle f(X)\subseteq Y}$	${\displaystyle f^{-1}(Y)=X}$
${\displaystyle f(f^{-1}(Y))=f(X)}$	${\displaystyle f^{-1}(f(X))=X}$
${\displaystyle f(f^{-1}(B))\subseteq B}$ (equal if ${\displaystyle B\subseteq f(X)}$, e.g. ${\displaystyle f}$ is surjective)[5][6]	${\displaystyle f^{-1}(f(A))\supseteq A}$ (equal if ${\displaystyle f}$ is injective)[5][6]
${\displaystyle f(f^{-1}(B))=B\cap f(X)}$	${\displaystyle (f\vert _{A})^{-1}(B)=A\cap f^{-1}(B)}$
${\displaystyle f(f^{-1}(f(A)))=f(A)}$	${\displaystyle f^{-1}(f(f^{-1}(B)))=f^{-1}(B)}$
${\displaystyle f(A)=\varnothing \Leftrightarrow A=\varnothing }$	${\displaystyle f^{-1}(B)=\varnothing \Leftrightarrow B\subseteq Y\setminus f(X)}$
${\displaystyle f(A)\supseteq B\Leftrightarrow \exists C\subseteq A:f(C)=B}$	${\displaystyle f^{-1}(B)\supseteq A\Leftrightarrow f(A)\subseteq B}$
${\displaystyle f(A)\supseteq f(X\setminus A)\Leftrightarrow f(A)=f(X)}$	${\displaystyle f^{-1}(B)\supseteq f^{-1}(Y\setminus B)\Leftrightarrow f^{-1}(B)=X}$
${\displaystyle f(X\setminus A)\supseteq f(X)\setminus f(A)}$	${\displaystyle f^{-1}(Y\setminus B)=X\setminus f^{-1}(B)}$[5]
${\displaystyle f(A\cup f^{-1}(B))\subseteq f(A)\cup B}$[7]	${\displaystyle f^{-1}(f(A)\cup B)\supseteq A\cup f^{-1}(B)}$[7]
${\displaystyle f(A\cap f^{-1}(B))=f(A)\cap B}$[7]	${\displaystyle f^{-1}(f(A)\cap B)\supseteq A\cap f^{-1}(B)}$[7]

Also:

• ${\displaystyle f(A)\cap B=\varnothing \Leftrightarrow A\cap f^{-1}(B)=\varnothing }$

Multiple functions

For functions ${\displaystyle f:X\rightarrow Y}$ and ${\displaystyle g:Y\rightarrow Z}$ and subsets ${\displaystyle A\subseteq X}$ and ${\displaystyle C\subseteq Z}$, the following properties hold:

• ${\displaystyle (g\circ f)(A)=g(f(A))}$
• ${\displaystyle (g\circ f)^{-1}(C)=f^{-1}(g^{-1}(C))}$

Multiple subsets of domain or codomain

For function ${\displaystyle f:X\rightarrow Y}$ and subsets ${\displaystyle A_{1},A_{2}\subseteq X}$ and ${\displaystyle B_{1},B_{2}\subseteq Y}$, the following properties hold:

Image	Preimage
${\displaystyle A_{1}\subseteq A_{2}\Rightarrow f(A_{1})\subseteq f(A_{2})}$	${\displaystyle B_{1}\subseteq B_{2}\Rightarrow f^{-1}(B_{1})\subseteq f^{-1}(B_{2})}$
${\displaystyle f(A_{1}\cup A_{2})=f(A_{1})\cup f(A_{2})}$[7][8]	${\displaystyle f^{-1}(B_{1}\cup B_{2})=f^{-1}(B_{1})\cup f^{-1}(B_{2})}$
${\displaystyle f(A_{1}\cap A_{2})\subseteq f(A_{1})\cap f(A_{2})}$[7][8] (equal if ${\displaystyle f}$ is injective[9])	${\displaystyle f^{-1}(B_{1}\cap B_{2})=f^{-1}(B_{1})\cap f^{-1}(B_{2})}$
${\displaystyle f(A_{1}\setminus A_{2})\supseteq f(A_{1})\setminus f(A_{2})}$[7] (equal if ${\displaystyle f}$ is injective[9])	${\displaystyle f^{-1}(B_{1}\setminus B_{2})=f^{-1}(B_{1})\setminus f^{-1}(B_{2})}$[7]
${\displaystyle f(A_{1}\triangle A_{2})\supseteq f(A_{1})\triangle f(A_{2})}$ (equal if ${\displaystyle f}$ is injective)	${\displaystyle f^{-1}(B_{1}\triangle B_{2})=f^{-1}(B_{1})\triangle f^{-1}(B_{2})}$

The results relating images and preimages to the (Boolean) algebra of intersection and union work for any collection of subsets, not just for pairs of subsets:

• ${\displaystyle f\left(\bigcup _{s\in S}A_{s}\right)=\bigcup _{s\in S}f(A_{s})}$
• ${\displaystyle f\left(\bigcap _{s\in S}A_{s}\right)\subseteq \bigcap _{s\in S}f(A_{s})}$
• ${\displaystyle f^{-1}\left(\bigcup _{s\in S}B_{s}\right)=\bigcup _{s\in S}f^{-1}(B_{s})}$
• ${\displaystyle f^{-1}\left(\bigcap _{s\in S}B_{s}\right)=\bigcap _{s\in S}f^{-1}(B_{s})}$

(Here, S can be infinite, even uncountably infinite.)

With respect to the algebra of subsets, by the above the inverse image function is a lattice homomorphism while the image function is only a semilattice homomorphism (it does not always preserve intersections).

See also

• Range of a function
• Bijection, injection and surjection
• Kernel of a function
• Image (category theory)
• Set inversion

Notes

1. Dolecki 2016, pp. 4-5. sfn error: no target: CITEREFDolecki2016 (help)
2. Blyth 2005, p. 5
3. Jean E. Rubin (1967). Set Theory for the Mathematician. Holden-Day. p. xix. ASIN B0006BQH7S.
4. M. Randall Holmes: Inhomogeneity of the urelements in the usual models of NFU, December 29, 2005, on: Semantic Scholar, p. 2
5. See p.39 of Halmos, Paul R. (1960). Naive Set Theory.
6. See p.19 of Munkres, James R. (2000). Topology.
7. See p.388 of Lee, John M. (2010). Introduction to Topological Manifolds, 2nd Ed.
8. Kelley (1985), p. 85
9. See p.21 of Munkres, James R. (2000). Topology.

References

• Artin, Michael (1991). Algebra. Prentice Hall. ISBN 81-203-0871-9.
• T.S. Blyth, Lattices and Ordered Algebraic Structures, Springer, 2005, ISBN 1-85233-905-5.
• Dolecki, Szymon; Mynard, Frederic (May 13, 2016). Convergence Foundations Of Topology. New Jersey: World Scientific Publishing Company. ISBN 978-981-4571-52-4. OCLC 945169917.CS1 maint: date and year (link)
• Kelley, John L. (1985). General Topology. Graduate Texts in Mathematics. 27 (2 ed.). Birkhäuser. ISBN 978-0-387-90125-1.
• Munkres, James R. (January 7, 2000). Topology (Second ed.). Upper Saddle River, NJ: Prentice Hall, Inc. ISBN 978-0-13-181629-9. OCLC 42683260.CS1 maint: ref=harv (link) CS1 maint: date and year (link)

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