Surjective function

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File:Gen surjection not injection.svg
Surjection. There is an arrow to every element in the codomain B from (at least) one element of the domain A.

In mathematics, a surjective or onto function is a function f : AB with the following property. For every element b in the codomain B there is at least one element a in the domain A such that f(a)=b. This means that the range and codomain of f are the same set.[1][2]

The term surjection and the related terms injection and bijection were introduced by the group of mathematicians that called itself Nicholas Bourbaki.[3] In the 1930s, this group of mathematicians published a series of books on modern advanced mathematics. The French prefix sur means above or onto and was chosen since a surjective function maps its domain on to its codomain.

File:Gen not surjection not injection.svg
Not a surjection. No element in the domain A is mapped to the element {4} in the codomain B.

Basic properties

Formally:

[math]\displaystyle{ f:A \rightarrow B }[/math]  is a surjective function if  [math]\displaystyle{ \forall b \in B \,\, \exists a \in A }[/math]  such that  [math]\displaystyle{ f(a)=b \,. }[/math]

The element [math]\displaystyle{ b }[/math] is called the image of the element [math]\displaystyle{ a }[/math].

  • The formal definition means: Every element of the codomain B is the image of at least one element in the domain A.

The element [math]\displaystyle{ a }[/math] is called a pre-image of the element [math]\displaystyle{ b }[/math].

  • The formal definition means: Every element of the codomain B has at least one pre-image in the domain A.

A pre-image does not have to be unique. In the top image, both {X} and {Y} are pre-images of the element {1}. It is only important that there be at least one pre-image. (See also: Injective function, Bijective function)

Examples

Elementary functions

Let f(x):ℝ→ℝ be a real-valued function y=f(x) of a real-valued argument x. (This means both the input and output are numbers.)

  • Graphic meaning: The function f is a surjection if every horizontal line intersects the graph of f in at least one point.
  • Analytic meaning: The function f is a surjection if for every real number yo we can find at least one real number xo such that yo=f(xo).

Finding a pre-image xo for a given yo is equivalent to either question:

  • Does the equation f(x)-yo=0 have a solution? or
  • Does the function f(x)-yo have a root?

In mathematics, we can find exact (analytic) roots only of polynomials of first, second (and third) degree. We find roots of all other functions approximately (numerically). This means a formal proof of surjectivity is rarely direct. So the discussions below are informal.

Example: The linear function of a slanted line is onto. That is, y=ax+b where a≠0 is a surjection. (It is also an injection and thus a bijection.)

Proof: Substitute yo into the function and solve for x. Since a≠0 we get x= (yo-b)/a. This means xo=(yo-b)/a is a pre-image of yo. This proves that the function y=ax+b where a≠0 is a surjection. (Since there is exactly one pre-image, this function is also an injection.)
Practical example: y= –2x+4. What is the pre-image of y=2? Solution: Here a= –2, i.e. a≠0 and the question is: For what x is y=2? We substitute y=2 into the function. We get x=1, i.e. y(1)=2. So the answer is: x=1 is the pre-image of y=2.

Example: The cubic polynomial (of third degree) Template:Nowrap beginf(x)=x3-3xTemplate:Nowrap end is a surjection.

Discussion: The cubic equation x3-3x-yo=0 has real coefficients (a3=1, a2=0, a1=–3, a0=–yo). Every such cubic equation has at least one real root.[4] Since the domain of the polynomial is ℝ, the means that ther is at least one pre-image xo in the domain. That is, (x0)3-3x0-yo=0. So the function is a surjection. (However, this function is not an injection. For example, yo=2 has 2 pre-images: x=–1 and x=2. In fact, every y, –2≤y≤2 has at least 2 pre-images.)

Example: The quadratic function Template:Nowrap beginf(x) = x2Template:Nowrap end is not a surjection. There is no x such that Template:Nowrap beginx2 = −1Template:Nowrap end. The range of x² is [0,+∞) , that is, the set of non-negative numbers. (Also, this function is not an injection.)

Note: One can make a non-surjective function into a surjection by restricting its codomain to elements of its range. For example, the new function, Template:Nowrap beginfN(x):ℝ → [0,+∞)Template:Nowrap end where Template:Nowrap beginfN(x) = x2Template:Nowrap end is a surjective function. (This is not the same as the restriction of a function which restricts the domain!)

Example: The exponential function Template:Nowrap beginf(x) = 10xTemplate:Nowrap end is not a surjection. The range of Template:Nowrap begin10xTemplate:Nowrap end is (0,+∞), that is, the set of positive numbers. (This function is an injection.)

File:Line explicit ex.svg
Surjection. f(x):ℝ→ℝ (and injection)
File:Xto3minus3x.svg
Surjection. f(x):ℝ→ℝ (not an injection)
File:Xto2.svg
Not a surjection. f(x):ℝ→ℝ (nor an injection)
File:10tox.svg
Not a surjection. f(x):ℝ→ℝ (but is an injection)
File:Logx.svg
Surjection. f(x):(0,+∞)→ℝ (and injection)
File:Zisy.png
Surjection. z:ℝ²→ℝ, z=y. (The picture shows that the pre-image of z=2 is the line y=2.)

Other examples with real-valued functions

Example: The logarithmic function base 10 f(x):(0,+∞)→ℝ defined by f(x)=log(x) or y=log10(x) is a surjection (and an injection). (This is the inverse function of 10x.)

  • The projection of a Cartesian product A × B onto one of its factors is a surjection.

Example: The function f((x,y)):ℝ²→ℝ defined by z=y is a surjection. Its graph is a plane in 3-dimensional space. The pre-image of zo is the line y=zo in the x0y plane.

  • In 3D games, 3-dimensional space is projected onto a 2-dimensional screen with a surjection.

Related pages

References

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Other websites