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limit (mathematics)
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{{dablink|This is a partial overview of the idea of a limit in mathematics. For still more specific uses of "limit", see Limit of a sequence and Limit of a function.}}In mathematics, a limit is the value that a function (or sequence) "approaches" as the input (or index) "approaches" some value.BOOK, Stewart, James, James Stewart (mathematician), 2008, Calculus: Early Transcendentals, 6th, Brooks/Cole, 978-0-495-01166-8, 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
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lim_{x to c} f(x) = L,
and is read as "the limit of {{math|f}} of {{math|x}} as {{mvar|x}} approaches {{math|c}} equals {{math|L}}". The fact that a function {{math|f}} approaches the limit {{math|L}} as {{math|x}} approaches {{math|c}} is sometimes denoted by a right arrow (â†’), as in
f(x) to L text{ as } x to c.
Limit of a function
(File:LÃmite 01.svg|thumb|Whenever a point {{mvar|x}} is within a distance {{mvar|Î´}} of {{mvar|c}}, the value {{math|f(x)}} is within a distance {{mvar|Îµ}} of {{mvar|L}}.)(File:Limit-at-infinity-graph.png|thumb|For all {{math|x > S}}, the value {{math|f(x)}} is within a distance {{mvar|Îµ}} of {{math|L}}.)Suppose {{math|f}} is a real-valued function and {{math|c}} is a real number. Intuitively speaking, the expression
lim_{x to c}f(x) = L
means that {{math|f(x)}} can be made to be as close to {{math|L}} as desired by making {{math|x}} sufficiently close to {{math|c}}. In that case, the above equation can be read as "the limit of {{math|f}} of {{math|x}}, as {{math|x}} approaches {{math|c}}, is {{math|L}}". Augustin-Louis Cauchy in 1821,BOOK, Larson, Ron, Ron Larson (mathematician), Edwards, Bruce H., 2010, Calculus of a single variable, Ninth, Brooks/Cole, Cengage Learning, 978-0-547-20998-2, followed by Karl Weierstrass, formalized the definition of the limit of a function which became known as the (Îµ, Î´)-definition of limit. The definition uses {{math|Îµ}} (the lowercase Greek letter epsilon) to represent any small positive number, so that "{{math|f(x)}} becomes arbitrarily close to {{math|L}}" means that {{math|f(x)}} eventually lies in the interval {{math|(L âˆ’ Îµ, L + Îµ)}}, which can also be written using the absolute value sign as {{math|{{abs|f(x) âˆ’ L}} < Îµ}}. The phrase "as {{math|x}} approaches {{math|c}}" then indicates that we refer to values of {{math|x}} whose distance from {{math|c}} is less than some positive number {{math|Î´}} (the lower case Greek letter delta)â€”that is, values of {{math|x}} within either {{math|(c âˆ’ Î´, c)}} or {{math|(c, c + Î´)}}, which can be expressed with {{math|0 < {{abs|x âˆ’ c}} < Î´}}. The first inequality means that the distance between {{math|x}} and {{math|c}} is greater than {{math|0}} and that {{math|x â‰ c}}, while the second indicates that {{math|x}} is within distance {{math|Î´}} of {{math|c}}.The above definition of a limit is true even if {{math|f(c) â‰ L}}. Indeed, the function {{math|f}} need not even be defined at {{math|c}}.For example, if
f(x) = frac{x^2 - 1}{x - 1}
then {{math|f(1)}} is not defined (see indeterminate forms), yet as {{math|x}} moves arbitrarily close to 1, {{math|f(x)}} correspondingly approaches 2:{| class="wikitable"f(0.9)> | f(0.99)> | f(0.999)> | f(1.0) > | f(1.001)> | f(1.01)>|f(1.1) |
| 2.100 |
f(x) = {2x-1 over x}
- f(100) = 1.9900
- f(1000) = 1.9990
- f(10000) = 1.99990
lim_{x to infty} frac{2x-1}{x} = 2.
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 {{math|a1, a2, ...}} is a sequence of real numbers. It can be stated that the real number {{math|L}} is the limit of this sequence, namely:
lim_{n to infty} a_n = L
which is read as
"The limit of an as n approaches infinity equals L"
to mean
For every real number {{math|Îµ > 0}}, there exists a natural number {{math|N}} such that for all {{math|n > N}}, we have {{math|{{abs|an âˆ’ {{math|L}}}} < Îµ}}.
Intuitively, this means that eventually all elements of the sequence get arbitrarily close to the limit, since the absolute value {{math|{{abs|a'n âˆ’ {{math|L}}}}}} is the distance between {{math|a'n}} and {{math|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 one hand, the limit as {{math|n}} goes to infinity of a sequence {{math|a(n)}} is simply the limit at infinity of a function defined on the natural numbers {{math|n}}. On the other hand, a limit {{math|L}} of a function {{math|f(x)}} as {{math|x}} goes to infinity, if it exists, is the same as the limit of any arbitrary sequence {{math|an}} that approaches {{math|L}}, and where {{math|an}} is never equal to {{math|L}}. One such sequence would be {{math|L + 1/n}}.Limit as "standard part"
In non-standard analysis (which involves a hyperreal enlargement of the number system), the limit of a sequence (a_n) can be expressed as the standard part of the value a_H of the natural extension of the sequence at an infinite hypernatural index n=H. Thus,
lim_{n to infty} a_n = operatorname{st}(a_H) .
Here the standard part function "st" rounds off each finite hyperreal number to the nearest real number (the difference between them is infinitesimal). 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 hyperreal a=[a_n] represented in the ultrapower construction by a Cauchy sequence (a_n), is simply the limit of that sequence:
operatorname{st}(a)=lim_{n to infty} a_n .
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.Suppose { {p}_{n} } as n goes from 0 to infty is a sequence that converges to p , with {p}_{n} neq p for all n . If positive constants lambda and alpha exist with
lim_{n rightarrow infty } frac{ left | { p}_{n+1 } -p right | }{ { left | { p}_{n }-p right | }^{ alpha} } =lambda
1) First check that p is indeed a fixed point:
f^prime (p) right | in (0,1)| then there is linear convergence f^prime (p) right | > 1| series diverges f^prime (p) right | =0 | then there is at least linear convergence and maybe something better, the expression should be checked for quadratic convergence
f(p) = p
2) Check for linear convergence. Start by finding left | f^prime (p) right | . If....{| class="wikitable" border="1"
3) If it is found that there is something better than linear the expression should be checked for quadratic convergence. Start by finding left | f^{primeprime} (p) right | If....{| class="wikitable" border="1" f^{primeprime} (p) right | neq 0| then there is quadratic convergence provided that f^{primeprime} (p) is continuous
f^{primeprime} (p) right | = 0| then there is something even better than quadratic convergence f^{primeprime} (p) right | does not exist| then there is convergence that is better than linear but still not quadraticNumerical Analysis, 8th Edition, Burden and Faires, Section 2.4 Error Analysis for Iterative Methods 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.Recursively enumerable sets and degrees, Soare, Robert I.In topology
{{Unreferenced section|date=January 2019}}In spaces without a metric
{{Expand section|date=January 2019}}Limits of sequences can be defined in arbitrary topological spaces, even if the spaces are not metric spaces. In an arbitrary topological space X, a point z in X is called a limit of the sequence (a_1, a_2, ldots) of points in X if for every open set containing z, there exists an index N such that if n > N, then a_n is 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
{{Expand section|date=January 2019}}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
- 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
- Convergence of random variables
- Banach limit defined on the Banach space that extends the usual limits.
- Limit in category theory
- 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
Notes
{{reflist}}External links
{{Library resources box|by=no|onlinebooks=no|others=no|about=yes|label=Limit (mathematics)}}- {{MathWorld |title=Limit |urlname=Limit}}
- Mathwords: Limit
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