Even and odd functions

The sine function and all of its Taylor polynomials are odd functions. This image shows sin(x) and its Taylor approximations, polynomials of degree 1, 3, 5, 7, 9, 11 and 13.

The cosine function and all of its Taylor polynomials are even functions. This image shows cos(x) and its Taylor approximation of degree 4.

In mathematics, even functions and odd functions are functions which satisfy particular symmetry relations, with respect to taking additive inverses. They are important in many areas of mathematical analysis, especially the theory of power series and Fourier series. They are named for the parity of the powers of the power functions which satisfy each condition: the function f(x) = xⁿ is an even function if n is an even integer, and it is an odd function if n is an odd integer.

Definition and examples

The concept of evenness or oddness is defined for functions whose domain and image both have an additive inverse. This includes additive groups, all rings, all fields, and all vector spaces. Thus, for example, a real-valued function of a real variable could be even or odd, as could a complex-valued function of a vector variable, and so on.

The examples are real-valued functions of a real variable, to illustrate the symmetry of their graphs.

Even functions

ƒ(x) = x² is an example of an even function.

Let f(x) be a real-valued function of a real variable. Then f is even if the following equation holds for all x and -x in the domain of f:^[1]

f(x) = f(-x), \,

f(x) - f(-x) = 0. \,

Geometrically speaking, the graph face of an even function is symmetric with respect to the y-axis, meaning that its graph remains unchanged after reflection about the y-axis.

Examples of even functions are |x|, x², x⁴, cos(x), cosh(x), or any linear combination of these.

Odd functions

ƒ(x) = x³ is an example of an odd function.

Again, let f(x) be a real-valued function of a real variable. Then f is odd if the following equation holds for all x and -x in the domain of f:^[2]

-f(x) = f(-x), \,

f(x) + f(-x) = 0. \,

Geometrically, the graph of an odd function has rotational symmetry with respect to the origin, meaning that its graph remains unchanged after rotation of 180 degrees about the origin.

Examples of odd functions are x, x³, sin(x), sinh(x), erf(x), or any linear combination of these.

Additional information

ƒ(x) = x³ + 1 is neither even nor odd.

Continuity and differentiability

A function's being odd or even does not imply differentiability, or even continuity. For example, the Dirichlet function is even, but is nowhere continuous. Properties involving Fourier series, Taylor series, derivatives and so on may only be used when they can be assumed to exist.

Algebraic properties

Uniqueness properties

If a function is even and odd, it is equal to 0 everywhere it is defined.
If a function is odd, the absolute value of that function is an even function.

Properties involving addition and subtraction

The sum of two even functions is even, and any constant multiple of an even function is even.
The sum of two odd functions is odd, and any constant multiple of an odd function is odd.
The difference between two odd functions is odd.
The difference between two even functions is even.
The sum of an even and odd function is neither even nor odd, unless one of the functions is equal to zero over the given domain.

Properties involving multiplication and division

The product of two even functions is an even function.
The product of two odd functions is an even function.
The product of an even function and an odd function is an odd function.
The quotient of two even functions is an even function.
The quotient of two odd functions is an even function.
The quotient of an even function and an odd function is an odd function.

Properties involving composition

The composition of two even functions is even.
The composition of two odd functions is odd.
The composition of an even function and an odd function is even.
The composition of any function with an even function is even (but not vice versa).

Other algebraic properties

Any linear combination of even functions is even, and the even functions form a vector space over the reals. Similarly, any linear combination of odd functions is odd, and the odd functions also form a vector space over the reals. In fact, the vector space of all real-valued functions is the direct sum of the subspaces of even and odd functions. In other words, every function f(x) can be written uniquely as the sum of an even function and an odd function:

f(x)=f_\text{e}(x) + f_\text{o}(x)\, ,

where

f_\text{e}(x) = \tfrac12[f(x)+f(-x)]

is even and

f_\text{o}(x) = \tfrac12[f(x)-f(-x)]

is odd. For example, if f is exp, then f_e is cosh and f_o is sinh.

The even functions form a commutative algebra over the reals. However, the odd functions do not form an algebra over the reals, as they are not closed under multiplication.

Calculus properties

Basic calculus properties

The derivative of an even function is odd.
The derivative of an odd function is even.
The integral of an odd function from −A to +A is zero (where A is finite, and the function has no vertical asymptotes between −A and A).
The integral of an even function from −A to +A is twice the integral from 0 to +A (where A is finite, and the function has no vertical asymptotes between −A and A. This also holds true when A is infinite, but only if the integral converges).

Series properties

The Maclaurin series of an even function includes only even powers.
The Maclaurin series of an odd function includes only odd powers.
The Fourier series of a periodic even function includes only cosine terms.
The Fourier series of a periodic odd function includes only sine terms.

Harmonics

In signal processing, harmonic distortion occurs when a sine wave signal is sent through a memoryless nonlinear system, that is, a system whose output at time $t$ only depends on the input at time $t$ and does not depend on the input at any previous times. Such a system is described by a response function $V_\text{out}(t) = f(V_\text{in}(t))$ . The type of harmonics produced depend on the response function $f$ :^[3]

When the response function is even, the resulting signal will consist of only even harmonics of the input sine wave; $0f, 2f, 4f, 6f, \dots \$
- The fundamental is also an odd harmonic, so will not be present.
- A simple example is a full-wave rectifier.
- The $0f$ component represents the DC offset, due to the one-sided nature of even-symmetric transfer functions.
When it is odd, the resulting signal will consist of only odd harmonics of the input sine wave; $1f, 3f, 5f, \dots \$
- The output signal will be half-wave symmetric.
- A simple example is clipping in a symmetric push-pull amplifier.
When it is asymmetric, the resulting signal may contain either even or odd harmonics; $1f, 2f, 3f, \dots \$
- Simple examples are a half-wave rectifier, and clipping in an asymmetrical class-A amplifier.

Note that this does not hold true for more complex waveforms. A sawtooth wave contains both even and odd harmonics, for instance. After even-symmetric full-wave rectification, it becomes a triangle wave, which, other than the DC offset, contains only odd harmonics.

Notes

↑ Gelfand 2002, p. 11
↑ Gelfand 2002, p. 72
↑ Berners, Dave (October 2005). "Ask the Doctors: Tube vs. Solid-State Harmonics". UA WebZine. Universal Audio. Retrieved 2016-09-22. To summarize, if the function f(x) is odd, a cosine input will produce no even harmonics. If the function f(x) is even, a cosine input will produce no odd harmonics (but may contain a DC component). If the function is neither odd nor even, all harmonics may be present in the output.

References

Gelfand, I. M.; Glagoleva, E. G.; Shnol, E. E. (2002) [1969], Functions and Graphs, Mineola, N.Y: Dover Publications

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