Continuous Injection With No Left Inverse

Function that preserves distinctness

In mathematics, an injective function (also known as injection, or one-to-one function) is a function f that maps distinct elements of its domain to distinct elements; that is, f(x 1) = f(x 2) implies x 1 = x 2 . (Equivalently, x 1x 2 implies f(x 1) ≠ f(x 2) in the equivalent contrapositive statement.) In other words, every element of the function's codomain is the image of at most one element of its domain.[1] The term one-to-one function must not be confused with one-to-one correspondence that refers to bijective functions, which are functions such that each element in the codomain is an image of exactly one element in the domain.

A homomorphism between algebraic structures is a function that is compatible with the operations of the structures. For all common algebraic structures, and, in particular for vector spaces, an injective homomorphism is also called a monomorphism. However, in the more general context of category theory, the definition of a monomorphism differs from that of an injective homomorphism.[2] This is thus a theorem that they are equivalent for algebraic structures; see Homomorphism § Monomorphism for more details.

A function f {\displaystyle f} that is not injective is sometimes called many-to-one.[1]

Definition [edit]

Let f {\displaystyle f} be a function whose domain is a set X . {\displaystyle X.} The function f {\displaystyle f} is said to be injective provided that for all a {\displaystyle a} and b {\displaystyle b} in X , {\displaystyle X,} if f ( a ) = f ( b ) , {\displaystyle f(a)=f(b),} then a = b {\displaystyle a=b} ; that is, f ( a ) = f ( b ) {\displaystyle f(a)=f(b)} implies a = b . {\displaystyle a=b.} Equivalently, if a b , {\displaystyle a\neq b,} then f ( a ) f ( b ) {\displaystyle f(a)\neq f(b)} in the contrapositive statement.


Symbolically,

a , b X , f ( a ) = f ( b ) a = b , {\displaystyle \forall a,b\in X,\;\;f(a)=f(b)\Rightarrow a=b,}

which is logically equivalent to the contrapositive,[3]

a , b X , a b f ( a ) f ( b ) . {\displaystyle \forall a,b\in X,\;\;a\neq b\Rightarrow f(a)\neq f(b).}

Examples [edit]

For visual examples, readers are directed to the gallery section.

  • For any set X {\displaystyle X} and any subset S X , {\displaystyle S\subseteq X,} the inclusion map S X {\displaystyle S\to X} (which sends any element s S {\displaystyle s\in S} to itself) is injective. In particular, the identity function X X {\displaystyle X\to X} is always injective (and in fact bijective).
  • If the domain of a function is the empty set, then the function is the empty function, which is injective.
  • If the domain of a function has one element (that is, it is a singleton set), then the function is always injective.
  • The function f : R R {\displaystyle f:\mathbb {R} \to \mathbb {R} } defined by f ( x ) = 2 x + 1 {\displaystyle f(x)=2x+1} is injective.
  • The function g : R R {\displaystyle g:\mathbb {R} \to \mathbb {R} } defined by g ( x ) = x 2 {\displaystyle g(x)=x^{2}} is not injective, because (for example) g ( 1 ) = 1 = g ( 1 ) . {\displaystyle g(1)=1=g(-1).} However, if g {\displaystyle g} is redefined so that its domain is the non-negative real numbers [0,+∞), then g {\displaystyle g} is injective.
  • The exponential function exp : R R {\displaystyle \exp :\mathbb {R} \to \mathbb {R} } defined by exp ( x ) = e x {\displaystyle \exp(x)=e^{x}} is injective (but not surjective, as no real value maps to a negative number).
  • The natural logarithm function ln : ( 0 , ) R {\displaystyle \ln :(0,\infty )\to \mathbb {R} } defined by x ln x {\displaystyle x\mapsto \ln x} is injective.
  • The function g : R R {\displaystyle g:\mathbb {R} \to \mathbb {R} } defined by g ( x ) = x n x {\displaystyle g(x)=x^{n}-x} is not injective, since, for example, g ( 0 ) = g ( 1 ) = 0. {\displaystyle g(0)=g(1)=0.}

More generally, when X {\displaystyle X} and Y {\displaystyle Y} are both the real line R , {\displaystyle \mathbb {R} ,} then an injective function f : R R {\displaystyle f:\mathbb {R} \to \mathbb {R} } is one whose graph is never intersected by any horizontal line more than once. This principle is referred to as the horizontal line test.[1]

Injections can be undone [edit]

Functions with left inverses are always injections. That is, given f : X Y , {\displaystyle f:X\to Y,} if there is a function g : Y X {\displaystyle g:Y\to X} such that for every x X {\displaystyle x\in X} , g ( f ( x ) ) = x {\displaystyle g(f(x))=x} , then f {\displaystyle f} is injective. In this case, g {\displaystyle g} is called a retraction of f . {\displaystyle f.} Conversely, f {\displaystyle f} is called a section of g . {\displaystyle g.}

Conversely, every injection f {\displaystyle f} with non-empty domain has a left inverse g , {\displaystyle g,} which can be defined by fixing an element a {\displaystyle a} in the domain of f {\displaystyle f} so that g ( x ) {\displaystyle g(x)} equals the unique pre-image of x {\displaystyle x} under f {\displaystyle f} if it exists and g ( x ) = 1 {\displaystyle g(x)=1} otherwise.[4]

The left inverse g {\displaystyle g} is not necessarily an inverse of f , {\displaystyle f,} because the composition in the other order, f g , {\displaystyle f\circ g,} may differ from the identity on Y . {\displaystyle Y.} In other words, an injective function can be "reversed" by a left inverse, but is not necessarily invertible, which requires that the function is bijective.

Injections may be made invertible [edit]

In fact, to turn an injective function f : X Y {\displaystyle f:X\to Y} into a bijective (hence invertible) function, it suffices to replace its codomain Y {\displaystyle Y} by its actual range J = f ( X ) . {\displaystyle J=f(X).} That is, let g : X J {\displaystyle g:X\to J} such that g ( x ) = f ( x ) {\displaystyle g(x)=f(x)} for all x X {\displaystyle x\in X} ; then g {\displaystyle g} is bijective. Indeed, f {\displaystyle f} can be factored as In J , Y g , {\displaystyle \operatorname {In} _{J,Y}\circ g,} where In J , Y {\displaystyle \operatorname {In} _{J,Y}} is the inclusion function from J {\displaystyle J} into Y . {\displaystyle Y.}

More generally, injective partial functions are called partial bijections.

Other properties [edit]

The composition of two injective functions is injective.

  • If f {\displaystyle f} and g {\displaystyle g} are both injective then f g {\displaystyle f\circ g} is injective.
  • If g f {\displaystyle g\circ f} is injective, then f {\displaystyle f} is injective (but g {\displaystyle g} need not be).
  • f : X Y {\displaystyle f:X\to Y} is injective if and only if, given any functions g , {\displaystyle g,} h : W X {\displaystyle h:W\to X} whenever f g = f h , {\displaystyle f\circ g=f\circ h,} then g = h . {\displaystyle g=h.} In other words, injective functions are precisely the monomorphisms in the category Set of sets.
  • If f : X Y {\displaystyle f:X\to Y} is injective and A {\displaystyle A} is a subset of X , {\displaystyle X,} then f 1 ( f ( A ) ) = A . {\displaystyle f^{-1}(f(A))=A.} Thus, A {\displaystyle A} can be recovered from its image f ( A ) . {\displaystyle f(A).}
  • If f : X Y {\displaystyle f:X\to Y} is injective and A {\displaystyle A} and B {\displaystyle B} are both subsets of X , {\displaystyle X,} then f ( A B ) = f ( A ) f ( B ) . {\displaystyle f(A\cap B)=f(A)\cap f(B).}
  • Every function h : W Y {\displaystyle h:W\to Y} can be decomposed as h = f g {\displaystyle h=f\circ g} for a suitable injection f {\displaystyle f} and surjection g . {\displaystyle g.} This decomposition is unique up to isomorphism, and f {\displaystyle f} may be thought of as the inclusion function of the range h ( W ) {\displaystyle h(W)} of h {\displaystyle h} as a subset of the codomain Y {\displaystyle Y} of h . {\displaystyle h.}
  • If f : X Y {\displaystyle f:X\to Y} is an injective function, then Y {\displaystyle Y} has at least as many elements as X , {\displaystyle X,} in the sense of cardinal numbers. In particular, if, in addition, there is an injection from Y {\displaystyle Y} to X , {\displaystyle X,} then X {\displaystyle X} and Y {\displaystyle Y} have the same cardinal number. (This is known as the Cantor–Bernstein–Schroeder theorem.)
  • If both X {\displaystyle X} and Y {\displaystyle Y} are finite with the same number of elements, then f : X Y {\displaystyle f:X\to Y} is injective if and only if f {\displaystyle f} is surjective (in which case f {\displaystyle f} is bijective).
  • An injective function which is a homomorphism between two algebraic structures is an embedding.
  • Unlike surjectivity, which is a relation between the graph of a function and its codomain, injectivity is a property of the graph of the function alone; that is, whether a function f {\displaystyle f} is injective can be decided by only considering the graph (and not the codomain) of f . {\displaystyle f.}

Proving that functions are injective [edit]

A proof that a function f {\displaystyle f} is injective depends on how the function is presented and what properties the function holds. For functions that are given by some formula there is a basic idea. We use the definition of injectivity, namely that if f ( x ) = f ( y ) , {\displaystyle f(x)=f(y),} then x = y . {\displaystyle x=y.} [5]

Here is an example:

f ( x ) = 2 x + 3 {\displaystyle f(x)=2x+3}

Proof: Let f : X Y . {\displaystyle f:X\to Y.} Suppose f ( x ) = f ( y ) . {\displaystyle f(x)=f(y).} So 2 x + 3 = 2 y + 3 {\displaystyle 2x+3=2y+3} implies 2 x = 2 y , {\displaystyle 2x=2y,} which implies x = y . {\displaystyle x=y.} Therefore, it follows from the definition that f {\displaystyle f} is injective.

There are multiple other methods of proving that a function is injective. For example, in calculus if f {\displaystyle f} is a differentiable function defined on some interval, then it is sufficient to show that the derivative is always positive or always negative on that interval. In linear algebra, if f {\displaystyle f} is a linear transformation it is sufficient to show that the kernel of f {\displaystyle f} contains only the zero vector. If f {\displaystyle f} is a function with finite domain it is sufficient to look through the list of images of each domain element and check that no image occurs twice on the list.

A graphical approach for a real-valued function f {\displaystyle f} of a real variable x {\displaystyle x} is the horizontal line test. If every horizontal line intersects the curve of f ( x ) {\displaystyle f(x)} in at most one point, then f {\displaystyle f} is injective or one-to-one.

Gallery [edit]

See also [edit]

  • Bijection, injection and surjection – Properties of mathematical functions
  • Injective metric space – Type of metric space
  • Monotonic function – Order-preserving mathematical function
  • Univalent function

Notes [edit]

  1. ^ a b c "Injective, Surjective and Bijective". www.mathsisfun.com . Retrieved 2019-12-07 .
  2. ^ "Section 7.3 (00V5): Injective and surjective maps of presheaves—The Stacks project". stacks.math.columbia.edu . Retrieved 2019-12-07 .
  3. ^ Farlow, S. J. "Injections, Surjections, and Bijections" (PDF). math.umaine.edu . Retrieved 2019-12-06 .
  4. ^ Unlike the corresponding statement that every surjective function has a right inverse, this does not require the axiom of choice, as the existence of a {\displaystyle a} is implied by the non-emptiness of the domain. However, this statement may fail in less conventional mathematics such as constructive mathematics. In constructive mathematics, the inclusion { 0 , 1 } R {\displaystyle \{0,1\}\to \mathbb {R} } of the two-element set in the reals cannot have a left inverse, as it would violate indecomposability, by giving a retraction of the real line to the set {0,1}.
  5. ^ Williams, Peter. "Proving Functions One-to-One". Archived from the original on 4 June 2017.

References [edit]

  • Bartle, Robert G. (1976), The Elements of Real Analysis (2nd ed.), New York: John Wiley & Sons, ISBN978-0-471-05464-1 , p. 17 ff.
  • Halmos, Paul R. (1974), Naive Set Theory, New York: Springer, ISBN978-0-387-90092-6 , p. 38 ff.

External links [edit]

  • Earliest Uses of Some of the Words of Mathematics: entry on Injection, Surjection and Bijection has the history of Injection and related terms.
  • Khan Academy – Surjective (onto) and Injective (one-to-one) functions: Introduction to surjective and injective functions

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Source: https://en.wikipedia.org/wiki/Injective_function

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