Inverse function

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A function ƒ and its inverse ƒ–1. Because ƒ maps a to 3, the inverse ƒ–1 maps 3 back to a.
A function ƒ and its inverse ƒ–1. Because ƒ maps a to 3, the inverse ƒ–1 maps 3 back to a.

In mathematics, if ƒ is a function from A to B, then an inverse function for ƒ is a function in the opposite direction, from B to A, with the property that a round trip (a composition) returns each element to itself. Not every function has an inverse; those that do are called invertible.

For example, let ƒ be the function that converts a temperature in degrees Celsius to a temperature in degrees Fahrenheit:

 f(C) = \tfrac95 C + 32 ; \,\!

then its inverse function converts degrees Fahrenheit to degrees Celsius:

 f^{-1}(F) = \tfrac59 (F - 32) . \,\!

Or, suppose ƒ assigns each child in a family of three the year of its birth. An inverse function would tell us which child was born in a given year. However, if the family has twins (or triplets) then we cannot know which to name for their common birth year. As well, if we are given a year in which no child was born then we cannot name a child. But if each child was born in a separate year, and if we restrict attention to the three years in which a child was born, then we do have an inverse function. For example,

\begin{align}
 f(\text{Alan})&=2005 , \quad & f(\text{Bree})&=2007 , \quad & f(\text{Cary})&=2001 \\
 f^{-1}(2001)&=\text{Cary} , \quad & f^{-1}(2005)&=\text{Alan} , \quad & f^{-1}(2007)&=\text{Bree}
\end{align}

Contents

If ƒ maps X to Y, then ƒ–1 maps Y back to X.
If ƒ maps X to Y, then ƒ–1 maps Y back to X.

Let ƒ be a function whose domain is the set X, and whose range is the set Y. Then the inverse of ƒ is the function ƒ–1 with domain Y and range X, defined by the following rule:

\text{If }y = f(x)\text{, then }f^{-1}(y) = x\text{.}\,\!

For this rule to define a function, each element y ∈ Y must correspond to exactly one element x ∈ X. A function ƒ with this property is called one-to-one or an injection. This inverse, if it exists, is unique.

In higher mathematics, the notation

f\colon X \to Y \,\!

means "ƒ is a function mapping elements of a set X to elements of a set Y". The source, X, is called the domain of ƒ, and the target, Y, is called the codomain. The codomain contains the range of ƒ as a subset, and is considered part of the definition of ƒ.

When using codomains, the inverse of a function ƒ: XY is required to have domain Y and codomain X. For the inverse to be defined on all of Y, every element of Y must lie in the range of the function ƒ. A function with this property is called onto or a surjection. Thus, a function with a codomain is invertible if and only if it is both one-to-one and onto. Such a function is called a one-to-one correspondence or a bijection, and has the property that every element yY corresponds to exactly one element xX.

If ƒ is an invertible function with domain X and range Y, then

\begin{align}
 \text{1. }&f^{-1}\left( \, f(x) \, \right) = x\text{, for every }x \in X\text{, and} \\
 \text{2. }&f\left( \, f^{-1}(y) \, \right) = y\text{, for every }y \in Y\text{.}
\end{align}

These two statements are equivalent to the definition of the inverse. Using the composition of functions we can rewrite these statements as follows:

\begin{align}
 \text{1. }&f^{-1} \circ f = \mathrm{id}_X\text{, and} \\
 \text{2. }&f \circ f^{-1} = \mathrm{id}_Y\text{,}
\end{align}

where idX and idY are the identity functions on the sets X and Y. In category theory, these statements are used as the definition of an inverse morphism.

If we think of composition as a kind of multiplication of functions, these identities say that the inverse of a function is analogous to a multiplicative inverse. This explains the origin of the notation ƒ–1.

The superscript notation for inverses can sometimes be confused with other uses of superscripts, especially when dealing with trigonometric and hyperbolic functions.

In ƒ−1(x), the superscript "−1" is not an exponent. A similar notation is used in dynamical systems for iterated functions. For example, ƒ2 denotes two iterations of the function ƒ; if ƒ(x) = x + 1, then ƒ2(x) = (x + 1) + 1, or x + 2.

In calculus, ƒ(n), with parentheses, denotes the nth derivative of a function ƒ.

In trigonometry, for historical reasons, sin2(x) usually does mean the square of sin(x). For instance, the expressions

\sin^2 x \quad \text{and}\quad (\sin x)^2

represent the same thing, the first being a convenient abbreviation for the second. However, the expressions

\sin^{-1} x \quad \text{and}\quad (\sin x)^{-1}

are different. The first denotes the inverse to the sine function (actually a partial inverse, see below). To avoid confusion, an inverse trigonometric function is often indicated by the prefix "arc". For instance the inverse sine is typically called the arcsine:

\sin^{-1} x = \arcsin x = \mathrm{asin}\, x. \,\!

The function (sin x)–1 is the multiplicative inverse to the sine, and is called the cosecant. It is usually denoted csc x:

(\sin x)^{-1} = \frac{1}{\sin x} = \csc x . \,\!

There is a symmetry between a function and its inverse. Specifically, if the inverse of ƒ is ƒ–1, then the inverse of ƒ–1 is the original function ƒ. This can be expressed by the following formula:

\left(f^{-1}\right)^{-1} = f . \,\!

The inverse of  g o ƒ  is  ƒ–1 o g–1.
The inverse of g o ƒ is ƒ–1 o g–1.

The inverse of a composition of functions is given by the formula

(f \circ g)^{-1} = g^{-1} \circ f^{-1}

Notice that the order of ƒ and g have been reversed; to undo g followed by ƒ, we must first undo ƒ and then undo g.

For example, let ƒ(x) = x + 5, and let g(x) = 3x. Then the composition ƒ o g is the function that first multiplies by three and then adds five:

(f \circ g)(x) = 3x + 5

To reverse this process, we must first subtract five, and then divide by three:

(f \circ g)^{-1}(y) = \tfrac13(y - 5)

This is the composition (g–1 o ƒ–1) (y).

If X is a set, then the identity function on X is its own inverse:

\mathrm{id}_X^{-1} = \mathrm{id}_X

More generally, a function ƒ: XX is equal to its own inverse if and only if the composition ƒ o ƒ is equal to idx. Such a function is called an involution.

Single-variable calculus is primarily concerned with functions that map real numbers to real numbers. Such functions are often defined through formulas, such as:

f(x) = (2x + 8)^3 . \,\!

A function ƒ from the real numbers to the real numbers possesses an inverse as long as it is one-to-one, i.e. as long as the graph of the function passes the horizontal line test.

The following table shows several standard functions and their inverses:

Function ƒ(x) Inverse ƒ–1(y) Notes
x + a ya
ax ay
mx y / m m ≠ 0
1 / x 1 / y x, y ≠ 0
x2 \sqrt{y} x, y ≥ 0 only, \pm\sqrt{y} in general
x3 \sqrt[3]{y} no restriction on x and y
xp y1/p (i.e. \sqrt[p]{y}) x, y ≥ 0 in general, p ≠ 0
ex ln y y > 0
ax loga y y > 0 and a > 0
trigonometric functions inverse trigonometric functions various restrictions (see table below)

One approach to finding a formula for ƒ–1, if it exists, is to solve the equation y = ƒ(x) for x. For example, if ƒ is the function

f(x) = (2x + 8)^3 \,\!

then we must solve the equation y = (2x + 8)3 for x:

\begin{align}
      y         & = (2x+8)^3 \\
  \sqrt[3]{y}   & = 2x + 8   \\
\sqrt[3]{y} - 8 & = 2x       \\
\dfrac{\sqrt[3]{y} - 8}{2} & = x .
\end{align}

Thus the inverse function ƒ–1 is given by the formula

f^{-1}(y) = \dfrac{\sqrt[3]{y} - 8}{2} . \,\!

Sometimes the inverse of a function cannot be expressed by a formula. For example, if ƒ is the function

f(x) = x + \sin x , \,\!

then ƒ is one-to-one, and therefore possesses an inverse function ƒ–1. There is no simple formula for this inverse, since the equation y = x + sin x cannot be solved algebraically for x.

The graphs of y = ƒ(x) and y = ƒ–1(x).  The dotted line is y = x.
The graphs of y = ƒ(x) and y = ƒ–1(x). The dotted line is y = x.

If ƒ and ƒ–1 are inverses, then the graph of the function

y = f^{-1}(x)\,\!

is the same as the graph of the equation

x = f(y) . \,\!

This is identical to the equation y = ƒ(x) that defines the graph of ƒ, except that the roles of x and y have been reversed. Thus the graph of ƒ–1 can be obtained from the graph of ƒ by switching the positions of the x and y axes. This is equivalent to reflecting the graph across the line y = x.

A continuous function ƒ is one-to-one (and hence invertible) if and only if it is either increasing or decreasing (with no local maxima or minima). For example, the function

f(x) = x^3 + x\,\!

is invertible, since the derivative ƒ′(x) = 3x2 + 1 is always positive.

If the function ƒ is differentiable, then the inverse ƒ–1 will be differentiable as long as ƒ′(x) ≠ 0. The derivative of the inverse is given by the inverse function theorem:

\frac{d}{dy}\left[ f^{-1}(y) \right] = \frac{1}{f'\left(f^{-1}(y)\right)} .

If we set x = ƒ–1(y), then the formula above can be written

\frac{dx}{dy} = \frac{1}{dy / dx} .

This result follows from the chain rule (see the article on inverse functions and differentiation).

The inverse function theorem can be generalized to functions of several variables. Specifically, a differentiable function ƒ: RnRn is invertible in a neighborhood of a point p as long as the Jacobian matrix of ƒ at p is invertible. In this case, the Jacobian of ƒ–1 at ƒ(p) is the matrix inverse of the Jacobian of ƒ at p.

The square root of x is a partial inverse to ƒ(x) = x2.
The square root of x is a partial inverse to ƒ(x) = x2.

Even if a function ƒ is not one-to-one, it may be possible to define a partial inverse of ƒ 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) = \sqrt{y} .

(If we instead restrict to the domain x ≤ 0, then the inverse is the negative of the square root of x.) Alternatively, there is no need to restrict the domain if we are content with the inverse being a multivalued function:

f^{-1}(y) = \pm\sqrt{y} .
The inverse of this cubic function has three branches.
The inverse of this cubic function has three branches.

Sometimes this multivalued inverse is called the full inverse of ƒ, and the portions (such as √x and −√x) are called branches. The most important branch of a multivalued function (e.g. the positive square root) is called the principal branch, and its value at y is called the principal value of ƒ–1(y).

For a continuous function on the real line, one branch is required between each pair of local extrema. For example, the inverse of a cubic function with a local maximum and a local minimum has three branches (see the picture to the right).

The arcsine is a partial inverse of the sine function.
The arcsine is a partial inverse of the sine function.

These considerations are particularly important for defining the inverses of trigonometric functions. For example, the sine function is not one-to-one, since

\sin(x + 2\pi) = \sin(x)\,\!

for every real x (and more generally sin(x + 2πn) = sin(x) for every integer n). However, the sine is one-to-one on the interval [–π2, π2], and the corresponding partial inverse is called the arcsine. This is considered the principal branch of the inverse sine, so the principal value of the inverse sine is always between –π2 and π2. The following table describes the principal branch of each inverse trigonometric function:

function Range of usual principal value
sin–1 π2 ≤ sin–1(x) ≤ π2
cos–1 0 ≤ cos–1(x) ≤π
tan–1 π2 < tan–1(x) < π2
cot–1 0 < cot–1(x) < π
sec–1 0 < sec–1(x) < π
csc–1 π2 ≤ csc–1(x) < π2

If ƒ: XY, a left inverse for ƒ (or retraction of ƒ) is a function g: YX such that

g \circ f = \mathrm{id}_X . \,\!

That is, the function g satisfies the rule

\text{If }f(x) = y\text{, then }g(y) = x . \,\!

Thus, g must equal the inverse of ƒ on the range of ƒ, but may take any values for elements of Y not in the range. A function ƒ has a left inverse if and only if it is injective.

A right inverse for ƒ (or section of ƒ) is a function h: YX such that

f \circ h = \mathrm{id}_Y . \,\!

That is, the function h satisfies the rule

\text{If }h(y) = x\text{, then }f(x) = y . \,\!

Thus, h(y) may be any of the elements of x that map to y under ƒ. A function ƒ has a right inverse if and only if it is surjective (though constructing such an inverse in general requires the axiom of choice).

An inverse which is both a left and right inverse must be unique; otherwise not. Likewise, if g is a left inverse for ƒ then ƒ may not be a right inverse for g; and if ƒ is a right inverse for g then g is not necessarily a left inverse for ƒ.

If ƒ: XY is any function (not necessarily invertible), the preimage (or inverse image) of an element yY is the set of all elements of X that map to y:

f^{-1}(y) = \left\{ x\in X : f(x) = y \right\} . \,\!

The preimage of y can be thought of as the image of y under the (multivalued) full inverse of the function f.

Similarly, if S is any subset of Y, the preimage of S is the set of all elements of X that map to S:

f^{-1}(S) = \left\{ x\in X : f(x) \in S \right\} . \,\!

The preimage of a single element yY is sometimes called the fiber of y. When Y is the set of real numbers, it is common to refer to ƒ–1(y) as a level set.

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