The term limit comes about relative to a number of topics from several different branches of mathematics.
A sequence of elements in a topological space
is said to have limit
provided that for each neighborhood
of
, there exists a natural number
so that
for all
. This very general definition can be specialized in
the event that
is a metric space, whence one says that a sequence
in
has limit
if for all
, there exists a natural
number
so that
|
(1)
|
where is the metric,
and the inequality holds for
all
. In many commonly-encountered
scenarios, limits are unique, whereby one says that
is the limit of
and writes
|
(2)
|
Limits in a metric space are unique. On the other hand, a sequence in a topological
space may have several, even infinitely many,
different limits provided that
is equipped with a topology which fails to be T2.
One reads the expression in (2) as "the limit as
approaches infinity of
is
."
The topological notion of convergence can be rewritten to accommodate a wider array of topological spaces by utilizing the language of nets.
In particular, if
is a net from a directed set
into
, then an element
is said to be the limit of
iff for every neighborhood
of
,
is eventually in
,
i.e., if there exists an
so that, for every
with
, the point
lies in
. This notion is particularly well-purposed for topological
spaces which aren't first-countable.
A function is said to have a finite limit
if, for all
, there exists a
such that
whenever
. This form of definition is sometimes called
an epsilon-delta definition. This can
be adapted to the case of infinite limits as well: The
limit of
as
approaches
is equal to
(respectively
) if for every number
(respectively
), there exists a number
depending on
for which
(respectively,
) whenever
.
Limits may be taken from below
|
(3)
|
or from above
|
(4)
|
For a real variable , if the two are equal, then "the"
limit is said to exist
|
(5)
|
The expression in (3) is read "the limit as approaches
from the left / from below" or "the limit as
increases to
," while (4) is read "the limit as
approaches
from the right / from above" or "the limit as
decreases to
." In (5), one simply refers to "the limit as
approaches
."
For a real function defined for all sufficiently large real
, a finite real
number
is its limit at
iff
|
(6)
|
where and
range over the real numbers
and
is chosen so that
is defined for every
. For a limit at
, replace
by
and require
to be defined for every
.
For a function of two real variables, a limit must be independent of the path of approach. For
example, the function satisfies the inequality
|
(7)
|
for . Since
tends to 0 as
approaches the origin, the
squeeze theorem gives
|
(8)
|
In contrast, the function has different limits along the lines
and
:
|
(9)
| |||
|
(10)
|
Consequently, its limit at the origin does not exist. The relation
also shows that agreement along both coordinate axes is
insufficient to establish a limit.
Limits are implemented in the Wolfram Language as Limit[f,
x-> x0]. This command also takes the option Direction,
which specifies the direction of approach and can be set to ,
,
I, or -I, among other settings.
Note that the function definition of limit can be thought of as a natural generalization of the sequence definition
due to the fact that a sequence in a topological
space
is nothing more than a function
mapping
to
.
For a sequence of real numbers, its lower
limit
and upper limit
are defined in the affinely
extended real numbers by the limits of the tail infima
and suprema:
|
(11)
|
|
(12)
|
These values always exist in the affinely extended real numbers and may equal or
.
For a bounded sequence, they are the least and
greatest subsequential limits. Thus, in the bounded case,
is the least real number for
which every
has
for infinitely many
, and
is the greatest such real number.
Related notions include supremum limit and infimum limit.
Indeterminate forms of types and
can often be computed with L'Hospital's
rule. Types
can be converted to the form
by writing
|
(13)
|
For , types
,
,
and
are treated by introducing a dependent variable
|
(14)
|
so that
|
(15)
|
then calculating .
The original limit then equals
,
|
(16)
|
The indeterminate form is also frequently encountered.
All of the above notions can be generalized even further by utilizing the language of ultrafilters. In particular, if is a topological space
and if
is an ultrafilter
on
, then an element
is said to be a limit of
if every neighborhood of
belongs to
. Several authors have defined similar ideas relative to filters as well (Stadler and Stadler 2002).
The June 2, 1996 comic strip FoxTrot by Bill Amend (Amend 1998, p. 19; Mitchell 2006/2007) featured the following limit as a "hard" exam problem intended for a remedial math class but accidentally handed out to the normal class:
|
(17)
|
Reproduced with permission of the author.