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Limit (mathematics)

Limit (mathematics)

In mathematics, a limit is the value that a function (or sequence) "approaches" as the input (or index) "approaches" some value.[1] Limits are essential to calculus (and mathematical analysis in general) and are used to define continuity, derivatives, and integrals.

The concept of a limit of a sequence is further generalized to the concept of a limit of a topological net, and is closely related to limit and direct limit in category theory.

In formulas, a limit of a function is usually written as

and is read as "the limit of f of x as x approaches c equals L". The fact that a function f approaches the limit L as x approaches c is sometimes denoted by a right arrow (→), as in

Limit of a function

Suppose f is a real-valued function and c is a real number. Intuitively speaking, the expression

means that f(x) can be made to be as close to L as desired by making x sufficiently close to c. In that case, the above equation can be read as "the limit of f of x, as x approaches c, is L".

Augustin-Louis Cauchy in 1821,[2] followed by Karl Weierstrass, formalized the definition of the limit of a function which became known as the (ε, δ)-definition of limit. The definition uses ε (the lowercase Greek letter epsilon) to represent any small positive number, so that "f(x) becomes arbitrarily close to L" means that f(x) eventually lies in the interval (L − ε, L + ε), which can also be written using the absolute value sign as |f(x) − L| < ε.[2] The phrase "as x approaches c" then indicates that we refer to values of x whose distance from c is less than some positive number δ (the lower case Greek letter delta)—that is, values of x within either (c − δ, c) or (c, c + δ), which can be expressed with 0 < |xc| < δ. The first inequality means that the distance between x and c is greater than 0 and that xc, while the second indicates that x is within distance δ of c.[2]

The above definition of a limit is true even if f(c) ≠ L. Indeed, the function f need not even be defined at c.

For example, if

then f(1) is not defined (see indeterminate forms), yet as x moves arbitrarily close to 1, f(x) correspondingly approaches 2:

f(0.9)f(0.99)f(0.999)f(1.0)f(1.001)f(1.01)f(1.1)
1.9001.9901.999undefined2.0012.0102.100

Thus, f(x) can be made arbitrarily close to the limit of 2 just by making x sufficiently close to 1.

In other words,
This can also be calculated algebraically, asfor all real numbersx ≠ 1.
Now sincex + 1is continuous inxat 1, we can now plug in 1 forx, thus.

In addition to limits at finite values, functions can also have limits at infinity. For example, consider

  • f(100) = 1.9900

  • f(1000) = 1.9990

  • f(10000) = 1.99990

As x becomes extremely large, the value of f(x) approaches 2, and the value of f(x) can be made as close to 2 as one could wish just by picking x sufficiently large. In this case, the limit of f(x) as x approaches infinity is 2. In mathematical notation,

Limit of a sequence

Consider the following sequence: 1.79, 1.799, 1.7999,... It can be observed that the numbers are "approaching" 1.8, the limit of the sequence.

Formally, suppose a1, a2, ... is a sequence of real numbers. It can be stated that the real number L is the limit of this sequence, namely:

which is read as

"The limit of *an
  • as n approaches infinity equals L"

to mean

For everyreal numberε > 0, there exists anatural numberNsuch that for alln > N, we have|anL| < ε.

Intuitively, this means that eventually all elements of the sequence get arbitrarily close to the limit, since the absolute value |a**nL| is the distance between a**n and L. Not every sequence has a limit; if it does, it is called convergent, and if it does not, it is divergent. One can show that a convergent sequence has only one limit.

The limit of a sequence and the limit of a function are closely related. On the one hand, the limit as n approaches infinity of a sequence {a**n} is simply the limit at infinity of a function a(n) defined on the natural numbers {n}. On the other hand, if X is the domain of a function f(x) and if the limit as n approaches infinity of f(x**n) is L for every arbitrary sequence of points {x**n} in {X – {x0} } which converges to x0, then the limit of the function f(x) as x approaches x0 is L.[3] One such sequence would be {x0 + 1/n}.

Limit as "standard part"

Innon-standard analysis(which involves ahyperrealenlargement of the number system), the limit of a sequencecan be expressed as thestandard partof the valueof the natural extension of the sequence at an infinitehypernaturalindex n=H. Thus,
.
Here the standard part function "st" rounds off each finite hyperreal number to the nearest real number (the difference between them isinfinitesimal). This formalizes the natural intuition that for "very large" values of the index, the terms in the sequence are "very close" to the limit value of the sequence. Conversely, the standard part of a hyperrealrepresented in the ultrapower construction by a Cauchy sequence, is simply the limit of that sequence:
.

In this sense, taking the limit and taking the standard part are equivalent procedures.

Convergence and fixed point

A formal definition of convergence can be stated as follows. Supposeasgoes fromtois a sequence that converges to, withfor all. If positive constantsandexist with
thenasgoes fromtoconverges toof order, with asymptotic error constant
Given a functionwith a fixed point, there is a nice checklist for checking the convergence of the sequence.
  1. First check that p is indeed a fixed point:
  1. Check for linear convergence. Start by finding
. If....
then there is linear convergence
series diverges
then there is at least linear convergence and maybe something better, the expression should be checked for quadratic convergence
  1. If it is found that there is something better than linear the expression should be checked for quadratic convergence. Start by finding
If....
then there is quadratic convergence provided thatis continuous
then there is something even better than quadratic convergence
does not existthen there is convergence that is better than linear but still not quadratic

Computability of the limit

Limits can be difficult to compute. There exists limit expressions whose modulus of convergence is undecidable. In recursion theory, the Limit lemma proves that it is possible to encode undecidable problems using limits.[5]

In topology

In spaces without a metric

Limits of sequences can be defined in arbitrary topological spaces, even if the spaces are notmetric spaces. In an arbitrary topological spacea pointis called a limit of the sequenceof points inif for everyopen setcontainingthere exists an indexsuch that ifthenis contained in that open set. In general topological spaces, unlike for the case of real numbers above, sequences can have more than one limit.

Nets and filters

Sequences in topological spaces can be generalized to the concepts of nets, along with a corresponding notion of a limit. A related notion, that of filters on topological spaces, also can have limits defined for them.

See also

  • Rate of convergence: the rate at which a convergent sequence approaches its limit

  • Cauchy sequence Complete metric space

  • Limit of a function One-sided limit: either of the two limits of functions of a real variable x, as x approaches a point from above or below List of limits: list of limits for common functions Squeeze theorem: finds a limit of a function via comparison with two other functions

  • Modes of convergence An annotated index

  • Convergence of random variables

  • Banach limit defined on the Banach space that extends the usual limits.

  • Limit in category theory Direct limit Inverse limit

  • Asymptotic analysis: a method of describing limiting behavior Big O notation: used to describe the limiting behavior of a function when the argument tends towards a particular value or infinity

  • Convergent matrix

References

[1]
Citation Linkarchive.orgStewart, James (2008). Calculus: Early Transcendentals (6th ed.). Brooks/Cole. ISBN 978-0-495-01166-8.
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[2]
Citation Linkopenlibrary.orgLarson, Ron; Edwards, Bruce H. (2010). Calculus of a single variable (Ninth ed.). Brooks/Cole, Cengage Learning. ISBN 978-0-547-20998-2.
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[3]
Citation Linkopenlibrary.orgApostol, Tom M. (1974), Mathematical Analysis (2nd ed.), Menlo Park: Addison-Wesley, LCCN 72011473, pp. 75–76)
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[4]
Citation Linkopenlibrary.orgNumerical Analysis, 8th Edition, Burden and Faires, Section 2.4 Error Analysis for Iterative Methods
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[5]
Citation Linkopenlibrary.orgRecursively enumerable sets and degrees, Soare, Robert I.
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Citation Link//tools.wmflabs.org/ftl/cgi-bin/ftl?st=wp&su=Limit+%28mathematics%29Resources in your library
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Citation Linkmathworld.wolfram.com"Limit"
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Citation Linkwww.mathwords.comMathwords: Limit
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Citation Linkarchive.orgCalculus: Early Transcendentals
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Citation Linklccn.loc.gov72011473
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Citation Linktools.wmflabs.orgResources in your library
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Citation Linkwww.mathwords.comMathwords: Limit
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[14]
Citation Linken.wikipedia.orgThe original version of this page is from Wikipedia, you can edit the page right here on Everipedia.Text is available under the Creative Commons Attribution-ShareAlike License.Additional terms may apply.See everipedia.org/everipedia-termsfor further details.Images/media credited individually (click the icon for details).
Sep 27, 2019, 8:45 PM