Exponential function
The exponential function is one of the most important functions in
mathematics. It is written as exp or
e'x, where
e equals approximately 2.71828183 and is the
base of the natural logarithm.
As a function of the
real variable
x, the
graph of
y=
e'x is always positive and increasing . It never touches the
x axis, although it gets arbitrarily close to it . Its inverse function, the
natural logarithm, ln, 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.
Encyclopedia
The
exponential function is one of the most important functions in
mathematics. It is written as
exp or
ex, where
e equals approximately 2.71828183 and is the
base of the natural logarithm.
As a function of the
real variable
x, the
graph of
y=
ex is always positive and increasing . It never touches the
x axis, although it gets arbitrarily close to it . Its inverse function, the
natural logarithm, ln, is defined for all positive
x.
Sometimes, especially in the
sciences, the term
exponential function is reserved for functions of the form
kax, where
a, called the
base, is any positive real number. This article will focus initially on the exponential function with base
e,
Euler's number.
In general, the variable
x can be any real or
complex number, or even an entirely different kind of mathematical object; see the formal definition below.
Properties
Most simply, exponential functions multiply at a constant rate. For example the population of a bacteria which doubles every three hours can be expressed as an exponential, as can the value of a car which decreases by 10% per year.
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 fractions and 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,
ex is its own
derivative. It is the only function with that property . 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
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 proportional to its size — as is the case in unlimited population growth , 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, 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 , or member of the field of
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 plane, the exponential function retains the important properties
-
-
-
-
for all
z and
w.
It is a holomorphic function which is periodic with 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 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. 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 in the complex plane to a
logarithmic spiral in the complex plane with the center at the origin. Two special cases might be noted: when the original line is parallel to the real axis, the resulting sprial never closes in on itself; when the original line is parallel to the imaginary axis, the resulting spiral is a circle of some radius.
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 matrices . 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 or 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 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 = 1.26, f = 10, f = 1010, f = 10100 = googol, f = 101000, ..., f = googolplex.
Compare the
super-exponential function, which grows even faster.
See also
External links
