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Exponential function
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The '''exponential function''' is one of the most important
function (mathematics) functions in
mathematics. It is written as exp(''x'') or ''e''
''x'', where ''e'' equals approximately 2.71828183 and is the
e (mathematical constant) base of the natural logarithm.
image:exp.png right|The exponential function is nearly flat (climbing slowly) for negative x's, and climbs quickly for positive x's.
As a function of the ''
real number real'' variable ''x'', the
graph of a function graph of ''e''
''x'' is always positive (above the ''x'' axis) and increasing (viewed left-to-right). It never touches the ''x'' axis, although it gets arbitrarily close to it (thus, the ''x'' axis is a horizontal
asymptote to the graph). Its
inverse function, the
natural logarithm, ln(''x''), is defined for all positive ''x''.
Sometimes, especially in the
sciences, the term '''exponential function''' is reserved for functions of the form ''ka''
''x'',
where ''a'', called the ''base'', is any positive real number. This article will focus initially on the exponential function with base ''e''.
In general, the
variable ''x'' can be any real or
complex number complex number, or even an entirely different kind of mathematical object; see the
#Formal definition formal definition below.
Properties
Using the natural logarithm, one can define more general exponential functions. The function
:
defined for all ''a'' > 0, and all real numbers ''x'', is called the '''exponential function with base''' '''''a'''''.
Note that the equation above holds for ''a'' = ''e'', since
:
Exponential functions "translate between addition and multiplication" as is expressed in the following ''exponential laws'':
:
:
:
:
:
:
These are valid for all positive real numbers ''a'' and ''b'' and all real numbers ''x'' and ''y''. Expressions involving
fraction (mathematics) fractions and
Radical (mathematics) roots can often be simplified using exponential notation because:
:
and, for any ''a'' > 0, real number ''b'', and integer ''n'' > 1:
:
Derivatives and differential equations
The importance of exponential functions in mathematics and the sciences stems mainly from properties of their
derivatives. In particular,
:
That is, ''e''
''x'' is its own
derivative, a property unique among real-valued functions of a real variable. Other ways of saying the same thing include:
*The slope of the graph at any point is the height of the function at that point.
*The rate of increase of the function at ''x'' is equal to the value of the function at ''x''.
*The function solves the
differential equation .
*exp is a
fixed point of derivative as a
Functional (mathematics) functional
In fact, many differential equations give rise to exponential functions, including the
Schrödinger equation and the
Laplace's equation as well as the equations for
simple harmonic motion.
For exponential functions with other bases:
:
Thus ''any'' exponential function is a
constant multiple of its own derivative.
If a variable's growth or decay rate is
proportionality (mathematics) proportional to its size — as is the case in unlimited population growth (see
Malthusian catastrophe), continuously compounded
interest, or
radioactive decay — then the variable can be written as a constant times an exponential function of time.
Furthermore for any differentiable function ''f''(''x''), we find, by the
chain rule:
:
.
Formal definition
The exponential function e
''x'' can be defined in a variety of equivalent ways, as an
infinite series. In particular it may be defined by a
power series:
:
or as the
limit of a sequence:
:
In these definitions,
stands for the
factorial of ''n'', and ''x'' can be any
real number,
complex number, element of a
Banach algebra (for example, a
square matrix), or member of the field of
p-adic numbers ''p''-adic numbers.
For further explanation of these definitions and a proof of their equivalence, see the article
Definitions of the exponential function.
Numerical value
To obtain the numerical value of the exponential function, the infinite series can be rewritten as :
:
:
This expression will converge quickly if we can ensure that x is less than one.
To ensure this, we can use the following identity.
:{|
|-
|
|
|-
|
|
|}
* Where
is the integer part of
* Where
is the fractional part of
* Hence,
is always less than 1 and
and
add up to
.
The value of the constant e
z can be calculated beforehand by multiplying e with itself z times.
On the complex plane
When considered as a function defined on the
complex number complex plane, the exponential function retains the important properties
:
:
:
:
for all ''z'' and ''w''.
It is a
holomorphic function which is periodic with
imaginary number imaginary period
and can be written as
:
where ''a'' and ''b'' are real values. This formula connects the exponential function with the
trigonometric functions and to the
hyperbolic functions. Thus we see that all
elementary function (differential algebra) elementary functions except for the
polynomials spring from the exponential function in one way or another.
See also
Euler's formula.
Extending the natural logarithm to complex arguments yields a
multi-valued function, ln(''z''). We can then define a more general exponentiation:
:
for all complex numbers ''z'' and ''w''. This is also a multi-valued function. The above stated exponential laws remain true if interpreted properly as statements about multi-valued functions.
The exponential function maps any
line (mathematics) line in the complex plane to a
logarithmic spiral in the complex plane with the center at the
Origin (mathematics) origin. This can be seen by noting that the case of a line parallel with the real or imaginary axis maps to a line or
circle.
Matrices and Banach algebras
The definition of the exponential function given above can be used verbatim for every
Banach algebra, and in particular for square
matrix (mathematics) matrices (in which case the function is called the
matrix exponential). In this case we have
:
:
:
is invertible with inverse
: the derivative of
at the point
is that linear map which sends
to
.
In the context of non-commutative Banach algebras, such as algebras of matrices or operators on
Banach space Banach or
Hilbert space Hilbert spaces, the exponential function is often considered as a function of a real argument:
:
where ''A'' is a fixed element of the algebra and ''t'' is any real number. This function has the important properties
:
:
:
On Lie algebras
The "exponential map" sending a
Lie algebra to the
Lie group that gave rise to it shares the above properties, which explains the terminology. In fact, since '''R''' is the Lie algebra of the Lie group of all positive real numbers with multiplication, the ordinary exponential function for real arguments is a special case of the Lie algebra situation. Similarly, since the Lie algebra M (''n'', '''R''') of all square real matrices belongs to the Lie group of all invertible square matrices, the exponential function for square matrices is a special case of the Lie algebra
exponential map.
Double exponential function
The term '''''double exponential function''''' can have two meanings:
*a function with two exponential terms, with different exponents
*a function
; this grows even faster than an exponential function; for example, if ''a'' = 10: ''f''(−1) = 1.26, ''f''(0) = 10, ''f''(1) = 10
10, ''f''(2) = 10
100 =
googol, ''f''(3) = 10
1000, ..., ''f''(100) =
googolplex.
Compare the
Tetration#Extension to real numbers super-exponential function, which grows even faster.
See also
*
Characterizations of the exponential function
*
Exponential growth
*
Exponentiation
*
List of exponential topics
External links
* {{planetmath reference|title=Complex exponential function|id=6341}}
Category:Elementary special functions
Category:Complex analysis
Category:Exponentials
Category:Special hypergeometric functions
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