In
mathematics
Mathematics is an area of knowledge that includes the topics of numbers, formulas and related structures, shapes and the spaces in which they are contained, and quantities and their changes. These topics are represented in modern mathematics ...
, a rational function is any
function that can be defined by a rational fraction, which is an
algebraic fraction such that both the
numerator and the
denominator are
polynomials. The
coefficient
In mathematics, a coefficient is a multiplicative factor in some term of a polynomial, a series, or an expression; it is usually a number, but may be any expression (including variables such as , and ). When the coefficients are themselves var ...
s of the polynomials need not be
rational numbers; they may be taken in any
field ''K''. In this case, one speaks of a rational function and a rational fraction ''over K''. The values of the
variables may be taken in any field ''L'' containing ''K''. Then the
domain
Domain may refer to:
Mathematics
*Domain of a function, the set of input values for which the (total) function is defined
**Domain of definition of a partial function
**Natural domain of a partial function
**Domain of holomorphy of a function
* Do ...
of the function is the set of the values of the variables for which the denominator is not zero, and the
codomain is ''L''.
The set of rational functions over a field ''K'' is a field, the
field of fractions of the
ring of the
polynomial function
In mathematics, a polynomial is an expression (mathematics), expression consisting of indeterminate (variable), indeterminates (also called variable (mathematics), variables) and coefficients, that involves only the operations of addition, subtrac ...
s over ''K''.
Definitions
A function
is called a rational function if and only if it can be written in the form
:
where
and
are
polynomial function
In mathematics, a polynomial is an expression (mathematics), expression consisting of indeterminate (variable), indeterminates (also called variable (mathematics), variables) and coefficients, that involves only the operations of addition, subtrac ...
s of
and
is not the
zero function. The
domain
Domain may refer to:
Mathematics
*Domain of a function, the set of input values for which the (total) function is defined
**Domain of definition of a partial function
**Natural domain of a partial function
**Domain of holomorphy of a function
* Do ...
of
is the set of all values of
for which the denominator
is not zero.
However, if
and
have a non-constant
polynomial greatest common divisor , then setting
and
produces a rational function
:
which may have a larger domain than
, and is equal to
on the domain of
It is a common usage to identify
and
, that is to extend "by continuity" the domain of
to that of
Indeed, one can define a rational fraction as an
equivalence class
In mathematics, when the elements of some set S have a notion of equivalence (formalized as an equivalence relation), then one may naturally split the set S into equivalence classes. These equivalence classes are constructed so that elements a ...
of fractions of polynomials, where two fractions
and
are considered equivalent if
. In this case
is equivalent to
.
A proper rational function is a rational function in which the
degree
Degree may refer to:
As a unit of measurement
* Degree (angle), a unit of angle measurement
** Degree of geographical latitude
** Degree of geographical longitude
* Degree symbol (°), a notation used in science, engineering, and mathematics
...
of
is less than the degree of
and both are
real polynomial
In mathematics, a polynomial is an expression consisting of indeterminates (also called variables) and coefficients, that involves only the operations of addition, subtraction, multiplication, and positive-integer powers of variables. An ex ...
s, named by analogy to a
proper fraction in
.
Degree
There are several non equivalent definitions of the degree of a rational function.
Most commonly, the ''degree'' of a rational function is the maximum of the
degrees of its constituent polynomials and , when the fraction is reduced to
lowest terms. If the degree of is , then the equation
:
has distinct solutions in except for certain values of , called ''critical values'', where two or more solutions coincide or where some solution is rejected
at infinity (that is, when the degree of the equation decrease after having
cleared the denominator).
In the case of
complex coefficients, a rational function with degree one is a ''
Möbius transformation
In geometry and complex analysis, a Möbius transformation of the complex plane is a rational function of the form
f(z) = \frac
of one complex variable ''z''; here the coefficients ''a'', ''b'', ''c'', ''d'' are complex numbers satisfying ''ad'' ...
''.
The
degree
Degree may refer to:
As a unit of measurement
* Degree (angle), a unit of angle measurement
** Degree of geographical latitude
** Degree of geographical longitude
* Degree symbol (°), a notation used in science, engineering, and mathematics
...
of the graph of a rational function is not the degree as defined above: it is the maximum of the degree of the numerator and one plus the degree of the denominator.
In some contexts, such as in
asymptotic analysis
In mathematical analysis, asymptotic analysis, also known as asymptotics, is a method of describing limiting behavior.
As an illustration, suppose that we are interested in the properties of a function as becomes very large. If , then as beco ...
, the ''degree'' of a rational function is the difference between the degrees of the numerator and the denominator.
In
network synthesis and
network analysis, a rational function of degree two (that is, the ratio of two polynomials of degree at most two) is often called a .
Examples
The rational function
:
is not defined at
:
It is asymptotic to
as
The rational function
:
is defined for all
real numbers, but not for all
complex numbers, since if ''x'' were a square root of
(i.e. the
imaginary unit or its negative), then formal evaluation would lead to division by zero:
:
which is undefined.
A
constant function
In mathematics, a constant function is a function whose (output) value is the same for every input value. For example, the function is a constant function because the value of is 4 regardless of the input value (see image).
Basic properties ...
such as ''f''(''x'') = π is a rational function since constants are polynomials. The function itself is rational, even though the
value of ''f''(''x'') is irrational for all ''x''.
Every
polynomial function
In mathematics, a polynomial is an expression (mathematics), expression consisting of indeterminate (variable), indeterminates (also called variable (mathematics), variables) and coefficients, that involves only the operations of addition, subtrac ...
is a rational function with
A function that cannot be written in this form, such as
is not a rational function. However, the adjective "irrational" is not generally used for functions.
The rational function
is equal to 1 for all ''x'' except 0, where there is a
removable singularity. The sum, product, or quotient (excepting division by the zero polynomial) of two rational functions is itself a rational function. However, the process of reduction to standard form may inadvertently result in the removal of such singularities unless care is taken. Using the definition of rational functions as equivalence classes gets around this, since ''x''/''x'' is equivalent to 1/1.
Taylor series
The coefficients of a
Taylor series of any rational function satisfy a
linear recurrence relation, which can be found by equating the rational function to a Taylor series with indeterminate coefficients, and collecting
like terms after clearing the denominator.
For example,
:
Multiplying through by the denominator and distributing,
:
:
After adjusting the indices of the sums to get the same powers of ''x'', we get
:
Combining like terms gives
:
Since this holds true for all ''x'' in the radius of convergence of the original Taylor series, we can compute as follows. Since the
constant term on the left must equal the constant term on the right it follows that
:
Then, since there are no powers of ''x'' on the left, all of the
coefficient
In mathematics, a coefficient is a multiplicative factor in some term of a polynomial, a series, or an expression; it is usually a number, but may be any expression (including variables such as , and ). When the coefficients are themselves var ...
s on the right must be zero, from which it follows that
:
:
Conversely, any sequence that satisfies a linear recurrence determines a rational function when used as the coefficients of a Taylor series. This is useful in solving such recurrences, since by using
partial fraction decomposition we can write any proper rational function as a sum of factors of the form and expand these as
geometric series, giving an explicit formula for the Taylor coefficients; this is the method of
generating functions.
Abstract algebra and geometric notion
In
abstract algebra the concept of a polynomial is extended to include formal expressions in which the coefficients of the polynomial can be taken from any
field. In this setting given a field ''F'' and some indeterminate ''X'', a rational expression is any element of the
field of fractions of the
polynomial ring ''F''
'X'' Any rational expression can be written as the quotient of two polynomials ''P''/''Q'' with ''Q'' ≠ 0, although this representation isn't unique. ''P''/''Q'' is equivalent to ''R''/''S'', for polynomials ''P'', ''Q'', ''R'', and ''S'', when ''PS'' = ''QR''. However, since ''F''
'X''is a
unique factorization domain, there is a
unique representation for any rational expression ''P''/''Q'' with ''P'' and ''Q'' polynomials of lowest degree and ''Q'' chosen to be
monic. This is similar to how a
fraction
A fraction (from la, fractus, "broken") represents a part of a whole or, more generally, any number of equal parts. When spoken in everyday English, a fraction describes how many parts of a certain size there are, for example, one-half, eight ...
of integers can always be written uniquely in lowest terms by canceling out common factors.
The field of rational expressions is denoted ''F''(''X''). This field is said to be generated (as a field) over ''F'' by (a
transcendental element) ''X'', because ''F''(''X'') does not contain any proper subfield containing both ''F'' and the element ''X''.
Complex rational functions
Julia sets for rational maps ">
Julia set f(z)=1 over az5+z3+bz.png,
Julia set f(z)=1 over z3+z*(-3-3*I).png,
Julia set for f(z)=(z2+a) over (z2+b) a=-0.2+0.7i , b=0.917.png,
Julia set for f(z)=z2 over (z9-z+0.025).png,
In
complex analysis
Complex analysis, traditionally known as the theory of functions of a complex variable, is the branch of mathematical analysis that investigates Function (mathematics), functions of complex numbers. It is helpful in many branches of mathemati ...
, a rational function
:
is the ratio of two polynomials with complex coefficients, where is not the zero polynomial and and have no common factor (this avoids taking the indeterminate value 0/0).
The domain of is the set of complex numbers such that
.
Every rational function can be naturally extended to a function whose domain and range are the whole
Riemann sphere (
complex projective line).
Rational functions are representative examples of
meromorphic functions.
Iteration of rational functions (maps)
Iteration of Rational Functions by Omar Antolín Camarena
/ref> on the Riemann sphere creates discrete dynamical systems.
Notion of a rational function on an algebraic variety
Like polynomials
In mathematics, a polynomial is an expression (mathematics), expression consisting of indeterminate (variable), indeterminates (also called variable (mathematics), variables) and coefficients, that involves only the operations of addition, subtrac ...
, rational expressions can also be generalized to ''n'' indeterminates ''X''1,..., ''X''''n'', by taking the field of fractions of ''F'' 1,..., ''X''''n''">'X''1,..., ''X''''n'' which is denoted by ''F''(''X''1,..., ''X''''n'').
An extended version of the abstract idea of rational function is used in algebraic geometry. There the function field of an algebraic variety ''V'' is formed as the field of fractions of the coordinate ring of ''V'' (more accurately said, of a Zariski-dense affine open set in ''V''). Its elements ''f'' are considered as regular functions in the sense of algebraic geometry on non-empty open sets ''U'', and also may be seen as morphisms to the projective line.
Applications
Rational functions are used in numerical analysis for interpolation
In the mathematical field of numerical analysis, interpolation is a type of estimation, a method of constructing (finding) new data points based on the range of a discrete set of known data points.
In engineering and science, one often has a n ...
and approximation
An approximation is anything that is intentionally similar but not exactly equality (mathematics), equal to something else.
Etymology and usage
The word ''approximation'' is derived from Latin ''approximatus'', from ''proximus'' meaning ''very ...
of functions, for example the Padé approximations introduced by Henri Padé. Approximations in terms of rational functions are well suited for computer algebra systems and other numerical software. Like polynomials, they can be evaluated straightforwardly, and at the same time they express more diverse behavior than polynomials.
Rational functions are used to approximate or model more complex equations in science and engineering including fields and forces in physics, spectroscopy in analytical chemistry, enzyme kinetics in biochemistry, electronic circuitry, aerodynamics, medicine concentrations in vivo, wave functions for atoms and molecules, optics and photography to improve image resolution, and acoustics and sound.
In signal processing, the Laplace transform (for continuous systems) or the z-transform (for discrete-time systems) of the impulse response
In signal processing and control theory, the impulse response, or impulse response function (IRF), of a dynamic system is its output when presented with a brief input signal, called an Dirac delta function, impulse (). More generally, an impulse ...
of commonly-used linear time-invariant system
In system analysis, among other fields of study, a linear time-invariant (LTI) system is a system that produces an output signal from any input signal subject to the constraints of linearity and time-invariance; these terms are briefly define ...
s (filters) with infinite impulse response are rational functions over complex numbers.
See also
* Field of fractions
* Partial fraction decomposition
* Partial fractions in integration
* Function field of an algebraic variety
* Algebraic fractionsa generalization of rational functions that allows taking integer roots
References
*
*{{Citation , last1=Press, first1=W.H., last2=Teukolsky, first2=S.A., last3=Vetterling, first3=W.T., last4=Flannery, first4=B.P., year=2007, title=Numerical Recipes: The Art of Scientific Computing, edition=3rd, publisher=Cambridge University Press, publication-place=New York, isbn=978-0-521-88068-8, chapter=Section 3.4. Rational Function Interpolation and Extrapolation, chapter-url=http://apps.nrbook.com/empanel/index.html?pg=124
External links
Dynamic visualization of rational functions with JSXGraph
Algebraic varieties
Morphisms of schemes
Meromorphic functions