Injective function
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In mathematics, an injective function is a function which associates distinct arguments to distinct values. More precisely, a function f is said to be injective if it maps distinct x in the domain to distinct y in the codomain, such that f(x) = y.
Put another way, f is injective if f(a) = f(b) implies a = b (or a ≠ b implies f(a) ≠ f(b)), for any a, b in the domain.
An injective function is called an injection, and is also said to be an information-preserving or one-to-one function (however, the latter name is best avoided, since some authors understand it to mean a one-to-one correspondence, i.e. a bijective function).
A function f that is not injective is sometimes called many-to-one. However, this name too is best avoided, since it is sometimes used to mean "single-valued", i.e. each argument is mapped to at most one value.
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[edit] Examples and counter-examples
- For any set X, the identity function on X is injective.
- The function f : R → R defined by f(x) = 2x + 1 is injective.
- The function g : R → R defined by g(x) = x2 is not injective, because (for example) g(1) = 1 = g(−1). However, if g is redefined so that its domain is the non-negative real numbers [0,+∞), then g is injective.
- The exponential function is injective (but not surjective as no value maps to a negative number).
- The natural logarithm function is injective.
- The function g : R → R defined by g(x) = xn − x is not injective, since, for example, g(0) = g(1).
More generally, when X and Y are both the real line R, then an injective function f : R → R is one whose graph is never intersected by any horizontal line more than once.
[edit] Injections can be undone
Functions with left inverses (often called sections) are always injections. That is to say, for f : X → Y, if there exists a function g : Y → X such that, for every
- (f can be undone by g)
then f is injective. Conversely, it is usually assumed that every injection with non-empty domain has a left inverse.
Note that g may not be a complete inverse of f because the composition in the other order, f o g, may not be the identity on Y. In other words, a function that can be undone or "reversed", such as f, is not necessarily invertible (bijective). Injections are "reversible" but not always invertible.
Although it is impossible to reverse a non-injective (and therefore information-losing) function, you can at least obtain a "quasi-inverse" of it, that is a multiple-valued function.
[edit] Injections may be made invertible
In fact, to turn an injective function f : X → Y into a bijective (hence invertible) function, it suffices to replace its codomain Y by its actual range J = f(X). That is, let g : X → J such that g(x) = f(x) for all x in X; then g is bijective. Indeed, f can be factored as inclJ,Yog, where inclJ,Yis the inclusion function from J into Y.
[edit] Other properties
- If f and g are both injective, then f o g is injective.
- If g o f is injective, then f is injective (but g need not be).
- f : X → Y is injective if and only if, given any functions g, h : W → X, whenever f o g = f o h, then g = h.
- If f : X → Y is injective and A is a subset of X, then f −1(f(A)) = A. Thus, A can be recovered from its image f(A).
- If f : X → Y is injective and A and B are both subsets of X, then f(A ∩ B) = f(A) ∩ f(B).
- Every function h : W → Y can be decomposed as h = f o g for a suitable injection f and surjection g. This decomposition is unique up to isomorphism, and f may be thought of as the inclusion function of the range h(W) of h as a subset of the codomain Y of h.
- If f : X → Y is an injective function, then Y has at least as many elements as X, in the sense of cardinal numbers.
- If both X and Y are finite with the same number of elements, then f : X → Y is injective if and only if f is surjective.
- Every embedding is injective.
[edit] Category theory view
In the language of category theory, injective functions are precisely the monomorphisms in the category of sets.