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In mathematics, the integral test for convergence is a method used to test infinite series of
monotonous Monotone refers to a sound, for example music or speech, that has a single unvaried tone. See: monophony. Monotone or monotonicity may also refer to: In economics *Monotone preferences, a property of a consumer's preference ordering. * Monotonic ...
terms for
convergence Convergence may refer to: Arts and media Literature *''Convergence'' (book series), edited by Ruth Nanda Anshen * "Convergence" (comics), two separate story lines published by DC Comics: **A four-part crossover storyline that united the four Wei ...
. It was developed by Colin Maclaurin and Augustin-Louis Cauchy and is sometimes known as the Maclaurin–Cauchy test.


Statement of the test

Consider an
integer An integer is the number zero (), a positive natural number (, , , etc.) or a negative integer with a minus sign (−1, −2, −3, etc.). The negative numbers are the additive inverses of the corresponding positive numbers. In the language o ...
and a function defined on the unbounded interval , on which it is
monotone decreasing In mathematics, a monotonic function (or monotone function) is a function between ordered sets that preserves or reverses the given order. This concept first arose in calculus, and was later generalized to the more abstract setting of order ...
. Then the infinite series :\sum_^\infty f(n) converges to a
real number In mathematics, a real number is a number that can be used to measure a ''continuous'' one-dimensional quantity such as a distance, duration or temperature. Here, ''continuous'' means that values can have arbitrarily small variations. Every r ...
if and only if the
improper integral In mathematical analysis, an improper integral is the limit of a definite integral as an endpoint of the interval(s) of integration approaches either a specified real number or positive or negative infinity; or in some instances as both endpo ...
:\int_N^\infty f(x)\,dx is finite. In particular, if the integral diverges, then the series diverges as well.


Remark

If the improper integral is finite, then the proof also gives the lower and upper bounds for the infinite series. Note that if the function f(x) is increasing, then the function -f(x) is decreasing and the above theorem applies.


Proof

The proof basically uses the comparison test, comparing the term with the integral of over the intervals and , respectively. The monotonous function f is
continuous Continuity or continuous may refer to: Mathematics * Continuity (mathematics), the opposing concept to discreteness; common examples include ** Continuous probability distribution or random variable in probability and statistics ** Continuous g ...
almost everywhere. To show this, let D=\. For every x\in D, there exists by the
density Density (volumetric mass density or specific mass) is the substance's mass per unit of volume. The symbol most often used for density is ''ρ'' (the lower case Greek letter rho), although the Latin letter ''D'' can also be used. Mathematicall ...
of \mathbb Q a c(x)\in\mathbb Q so that c(x)\in\left lim_ f(y), \lim_ f(y)\right/math>. Note that this set contains an
open Open or OPEN may refer to: Music * Open (band), Australian pop/rock band * The Open (band), English indie rock band * ''Open'' (Blues Image album), 1969 * ''Open'' (Gotthard album), 1999 * ''Open'' (Cowboy Junkies album), 2001 * ''Open'' (YF ...
non-empty In mathematics, the empty set is the unique set having no elements; its size or cardinality (count of elements in a set) is zero. Some axiomatic set theories ensure that the empty set exists by including an axiom of empty set, while in othe ...
interval precisely if f is
discontinuous Continuous functions are of utmost importance in mathematics, functions and applications. However, not all functions are continuous. If a function is not continuous at a point in its domain, one says that it has a discontinuity there. The set o ...
at x. We can uniquely identify c(x) as the
rational number In mathematics, a rational number is a number that can be expressed as the quotient or fraction of two integers, a numerator and a non-zero denominator . For example, is a rational number, as is every integer (e.g. ). The set of all ratio ...
that has the least index in an
enumeration An enumeration is a complete, ordered listing of all the items in a collection. The term is commonly used in mathematics and computer science to refer to a listing of all of the elements of a set. The precise requirements for an enumeration ...
\mathbb N\to\mathbb Q and satisfies the above property. Since f is monotone, this defines an
injective In mathematics, an injective function (also known as injection, or one-to-one function) is a function that maps distinct elements of its domain to distinct elements; that is, implies . (Equivalently, implies in the equivalent contraposit ...
mapping c:D\to\mathbb Q, x\mapsto c(x) and thus D is
countable In mathematics, a set is countable if either it is finite or it can be made in one to one correspondence with the set of natural numbers. Equivalently, a set is ''countable'' if there exists an injective function from it into the natural numbers ...
. It follows that f is
continuous Continuity or continuous may refer to: Mathematics * Continuity (mathematics), the opposing concept to discreteness; common examples include ** Continuous probability distribution or random variable in probability and statistics ** Continuous g ...
almost everywhere. This is sufficient for
Riemann integrability In the branch of mathematics known as real analysis, the Riemann integral, created by Bernhard Riemann, was the first rigorous definition of the integral of a function on an interval. It was presented to the faculty at the University of Göt ...
. Since is a monotone decreasing function, we know that : f(x)\le f(n)\quad\textx\in ,\infty) and : f(n)\le_f(x)\quad\textx\in[N,n Hence,_for_every_integer_, and,_for_every_integer_, By_summation_over_all__from__to_some_larger_integer_,_we_get_from_() : \int_N^f(x)\,dx=\sum_^M\underbrace_\le\sum_^Mf(n) and_from_() : \sum_^Mf(n)=f(N)+\sum_^Mf(n)\le_f(N)+\sum_^M\underbrace_=f(N)+\int_N^M_f(x)\,dx. Combining_these_two_estimates_yields :\int_N^f(x)\,dx\le\sum_^Mf(n)\le_f(N)+\int_N^M_f(x)\,dx. Letting__tend_to_infinity,_the_bounds_in_()_and_the_result_follow.


_Applications

The_harmonic_series_(mathematics).html" ;"title=",n.html" ;"title=",\infty) and : f(n)\le f(x)\quad\textx\in[N,n">,\infty) and : f(n)\le f(x)\quad\textx\in[N,n Hence, for every integer , and, for every integer , By summation over all from to some larger integer , we get from () : \int_N^f(x)\,dx=\sum_^M\underbrace_\le\sum_^Mf(n) and from () : \sum_^Mf(n)=f(N)+\sum_^Mf(n)\le f(N)+\sum_^M\underbrace_=f(N)+\int_N^M f(x)\,dx. Combining these two estimates yields :\int_N^f(x)\,dx\le\sum_^Mf(n)\le f(N)+\int_N^M f(x)\,dx. Letting tend to infinity, the bounds in () and the result follow.


Applications

The harmonic series (mathematics)">harmonic series : \sum_^\infty \frac 1 n diverges because, using the natural logarithm, its antiderivative, and the fundamental theorem of calculus, we get : \int_1^M \frac 1 n\,dn = \ln n\Bigr, _1^M = \ln M \to\infty \quad\textM\to\infty. On the other hand, the series : \zeta(1+\varepsilon)=\sum_^\infty \frac1 (cf.
Riemann zeta function The Riemann zeta function or Euler–Riemann zeta function, denoted by the Greek letter (zeta), is a mathematical function of a complex variable defined as \zeta(s) = \sum_^\infty \frac = \frac + \frac + \frac + \cdots for \operatorname(s) > ...
) converges for every , because by the
power rule In calculus, the power rule is used to differentiate functions of the form f(x) = x^r, whenever r is a real number. Since differentiation is a linear operation on the space of differentiable functions, polynomials can also be differentiated u ...
: \int_1^M\frac1\,dn = \left. -\frac 1 \_1^M= \frac 1 \varepsilon \left(1-\frac 1 \right) \le \frac 1 \varepsilon < \infty \quad\textM\ge1. From () we get the upper estimate : \zeta(1+\varepsilon)=\sum_^\infty \frac 1 \le \frac\varepsilon, which can be compared with some of the particular values of Riemann zeta function.


Borderline between divergence and convergence

The above examples involving the harmonic series raise the question, whether there are monotone sequences such that decreases to 0 faster than but slower than in the sense that : \lim_\frac=0 \quad\text\quad \lim_\frac=\infty for every , and whether the corresponding series of the still diverges. Once such a sequence is found, a similar question can be asked with taking the role of , and so on. In this way it is possible to investigate the borderline between divergence and convergence of infinite series. Using the integral test for convergence, one can show (see below) that, for every
natural number In mathematics, the natural numbers are those numbers used for counting (as in "there are ''six'' coins on the table") and ordering (as in "this is the ''third'' largest city in the country"). Numbers used for counting are called ''cardinal ...
, the series still diverges (cf.
proof that the sum of the reciprocals of the primes diverges The sum of the reciprocals of all prime numbers diverges; that is: \sum_\frac1p = \frac12 + \frac13 + \frac15 + \frac17 + \frac1 + \frac1 + \frac1 + \cdots = \infty This was proved by Leonhard Euler in 1737, and strengthens Euclid's 3rd-centur ...
for ) but converges for every . Here denotes the -fold
composition Composition or Compositions may refer to: Arts and literature *Composition (dance), practice and teaching of choreography *Composition (language), in literature and rhetoric, producing a work in spoken tradition and written discourse, to include v ...
of the natural logarithm defined
recursively Recursion (adjective: ''recursive'') occurs when a thing is defined in terms of itself or of its type. Recursion is used in a variety of disciplines ranging from linguistics to logic. The most common application of recursion is in mathematics ...
by : \ln_k(x)= \begin \ln(x)&\textk=1,\\ \ln(\ln_(x))&\textk\ge2. \end Furthermore, denotes the smallest natural number such that the -fold composition is well-defined and , i.e. : N_k\ge \underbrace_=e \uparrow\uparrow k using
tetration In mathematics, tetration (or hyper-4) is an operation based on iterated, or repeated, exponentiation. There is no standard notation for tetration, though \uparrow \uparrow and the left-exponent ''xb'' are common. Under the definition as r ...
or
Knuth's up-arrow notation In mathematics, Knuth's up-arrow notation is a method of notation for very large integers, introduced by Donald Knuth in 1976. In his 1947 paper, R. L. Goodstein introduced the specific sequence of operations that are now called ''hyperoperat ...
. To see the divergence of the series () using the integral test, note that by repeated application of the
chain rule In calculus, the chain rule is a formula that expresses the derivative of the composition of two differentiable functions and in terms of the derivatives of and . More precisely, if h=f\circ g is the function such that h(x)=f(g(x)) for every , ...
: \frac\ln_(x) =\frac\ln(\ln_k(x)) =\frac1\frac\ln_k(x) =\cdots =\frac1, hence : \int_^\infty\frac =\ln_(x)\bigr, _^\infty=\infty. To see the convergence of the series (), note that by the
power rule In calculus, the power rule is used to differentiate functions of the form f(x) = x^r, whenever r is a real number. Since differentiation is a linear operation on the space of differentiable functions, polynomials can also be differentiated u ...
, the chain rule and the above result : -\frac\frac1 =\frac1\frac\ln_k(x) =\cdots =\frac, hence : \int_^\infty\frac =-\frac1\biggr, _^\infty<\infty and () gives bounds for the infinite series in ().


See also

*
Convergence tests In mathematics, convergence tests are methods of testing for the convergence, conditional convergence, absolute convergence, interval of convergence or divergence of an infinite series \sum_^\infty a_n. List of tests Limit of the summand If ...
* Convergence (mathematics) *
Direct comparison test In mathematics, the comparison test, sometimes called the direct comparison test to distinguish it from similar related tests (especially the limit comparison test), provides a way of deducing the convergence or divergence of an infinite series ...
*
Dominated convergence theorem In measure theory, Lebesgue's dominated convergence theorem provides sufficient conditions under which almost everywhere convergence of a sequence of functions implies convergence in the ''L''1 norm. Its power and utility are two of the primary t ...
* Euler-Maclaurin formula * Limit comparison test *
Monotone convergence theorem In the mathematical field of real analysis, the monotone convergence theorem is any of a number of related theorems proving the convergence of monotonic sequences (sequences that are non-decreasing or non-increasing) that are also bounded. Inf ...


References

* Knopp, Konrad, "Infinite Sequences and Series",
Dover Publications Dover Publications, also known as Dover Books, is an American book publisher founded in 1941 by Hayward and Blanche Cirker. It primarily reissues books that are out of print from their original publishers. These are often, but not always, books ...
, Inc., New York, 1956. (§ 3.3) * Whittaker, E. T., and Watson, G. N., ''A Course in Modern Analysis'', fourth edition, Cambridge University Press, 1963. (§ 4.43) * Ferreira, Jaime Campos, Ed Calouste Gulbenkian, 1987, {{Calculus topics Augustin-Louis Cauchy Integral calculus Convergence tests Articles containing proofs