Lacunary Function
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In
analysis Analysis (: analyses) is the process of breaking a complex topic or substance into smaller parts in order to gain a better understanding of it. The technique has been applied in the study of mathematics and logic since before Aristotle (38 ...
, a lacunary function, also known as a lacunary series, is an
analytic function In mathematics, an analytic function is a function that is locally given by a convergent power series. There exist both real analytic functions and complex analytic functions. Functions of each type are infinitely differentiable, but complex ...
that cannot be analytically continued anywhere outside the
radius of convergence In mathematics, the radius of convergence of a power series is the radius of the largest Disk (mathematics), disk at the Power series, center of the series in which the series Convergent series, converges. It is either a non-negative real number o ...
within which it is defined by a
power series In mathematics, a power series (in one variable) is an infinite series of the form \sum_^\infty a_n \left(x - c\right)^n = a_0 + a_1 (x - c) + a_2 (x - c)^2 + \dots where ''a_n'' represents the coefficient of the ''n''th term and ''c'' is a co ...
. The word ''lacunary'' is derived from lacuna (''pl.'' lacunae), meaning gap, or vacancy. The first known examples of lacunary functions involved
Taylor series In mathematics, the Taylor series or Taylor expansion of a function is an infinite sum of terms that are expressed in terms of the function's derivatives at a single point. For most common functions, the function and the sum of its Taylor ser ...
with large gaps, or lacunae, between the non-zero coefficients of their expansions. More recent investigations have also focused attention on
Fourier series A Fourier series () is an Series expansion, expansion of a periodic function into a sum of trigonometric functions. The Fourier series is an example of a trigonometric series. By expressing a function as a sum of sines and cosines, many problems ...
with similar gaps between non-zero coefficients. There is a slight ambiguity in the modern usage of the term lacunary series, which may refer to either Taylor series or Fourier series.


A simple example

Pick an integer a \geq 2. Consider the following function defined by a simple power series: : f(z) = \sum_^\infty z^ = z + z^a + z^ + z^ + z^ + \cdots\, The power series converges locally uniform on any open domain , ''z'', < 1. This can be proved by comparing ''f'' with the
geometric series In mathematics, a geometric series is a series (mathematics), series summing the terms of an infinite geometric sequence, in which the ratio of consecutive terms is constant. For example, 1/2 + 1/4 + 1/8 + 1/16 + ⋯, the series \tfrac12 + \tfrac1 ...
, which is absolutely convergent when , ''z'', < 1. So ''f'' is analytic on the open unit disk. Nevertheless, ''f'' has a singularity at infinitely many points on the unit circle, and cannot be analytically continued outside of the open unit disk, as the following argument demonstrates. Clearly ''f'' has a singularity at ''z'' = 1, because : f(1) = 1 + 1 + 1 + \cdots\, is a divergent series. But if ''z'' is allowed to be non-real, problems arise, since : f\left(z^a\right) = f(z) - z \qquad f\left(z^\right) = f(z^a) - z^a \qquad f\left(z^\right) = f\left(z^\right) - z^ \qquad \cdots \qquad f\left(z^\right) = f\left(z^\right)-z^ we can see that ''f'' has a singularity at a point ''z'' when ''z''a = 1, and also when ''z''a2 = 1. By the induction suggested by the above equations, ''f'' must have a singularity at each of the ''a''''n''-th
roots of unity In mathematics, a root of unity is any complex number that yields 1 when raised to some positive integer power . Roots of unity are used in many branches of mathematics, and are especially important in number theory, the theory of group char ...
for all natural numbers ''n.'' The set of all such points is
dense Density (volumetric mass density or specific mass) is the ratio of a substance's mass to its volume. The symbol most often used for density is ''ρ'' (the lower case Greek letter rho), although the Latin letter ''D'' (or ''d'') can also be use ...
on the unit circle; this makes it impossible to define ''f'' on any open set containing the unit circle, preventing one from carrying out analytic continuation.


An elementary result

Evidently the argument advanced in the simple example shows that certain series can be constructed to define lacunary functions. What is not so evident is that the gaps between the powers of ''z'' can expand much more slowly, and the resulting series will still define a lacunary function. To make this notion more precise some additional notation is needed. We write : f(z) = \sum_^\infty a_kz^ = \sum_^\infty b_n z^n\, where ''b''''n'' = ''a''''k'' when ''n'' = λ''k'', and ''b''''n'' = 0 otherwise. The stretches where the coefficients ''b''''n'' in the second series are all zero are the ''lacunae'' in the coefficients. The monotonically increasing sequence of positive natural numbers specifies the powers of ''z'' which are in the power series for ''f''(''z''). Now a theorem of
Hadamard Jacques Salomon Hadamard (; 8 December 1865 – 17 October 1963) was a French mathematician who made major contributions in number theory, complex analysis, differential geometry, and partial differential equations. Biography The son of a tea ...
can be stated. If : \frac > 1 + \delta \, for all ''k'', where ''δ'' > 0 is an arbitrary positive constant, then ''f''(''z'') is a lacunary function that cannot be continued outside its circle of convergence. In other words, the sequence doesn't have to grow as fast as 2''k'' for ''f''(''z'') to be a lacunary function – it just has to grow as fast as some geometric progression (1 + δ)''k''. A series for which λ''k'' grows this quickly is said to contain Hadamard gaps. See Ostrowski–Hadamard gap theorem.


Lacunary trigonometric series

Mathematicians have also investigated the properties of lacunary trigonometric series : S((\lambda_k)_k,\theta) = \sum_^\infty a_k \cos(\lambda_k\theta) \qquad S((\lambda_k)_k,\theta,\omega) = \sum_^\infty a_k \cos(\lambda_k\theta + \omega) \, for which the λ''k'' are far apart. Here the coefficients ''a''''k'' are real numbers. In this context, attention has been focused on criteria sufficient to guarantee convergence of the trigonometric series
almost everywhere In measure theory (a branch of mathematical analysis), a property holds almost everywhere if, in a technical sense, the set for which the property holds takes up nearly all possibilities. The notion of "almost everywhere" is a companion notion to ...
(that is, for almost every value of the angle ''θ'' and of the distortion factor ''ω''). *
Kolmogorov Andrey Nikolaevich Kolmogorov ( rus, Андре́й Никола́евич Колмого́ров, p=ɐnˈdrʲej nʲɪkɐˈlajɪvʲɪtɕ kəlmɐˈɡorəf, a=Ru-Andrey Nikolaevich Kolmogorov.ogg, 25 April 1903 – 20 October 1987) was a Soviet ...
showed that if the sequence contains Hadamard gaps, then the series ''S''(''λ''''k'', ''θ'', ''ω'') converges (diverges) almost everywhere when :: \sum_^\infty a_k^2 :converges (diverges). * Zygmund showed under the same condition that ''S''(''λ''''k'', ''θ'', ''ω'') is not a Fourier series representing an
integrable function In mathematics, an integral is the continuous analog of a sum, which is used to calculate areas, volumes, and their generalizations. Integration, the process of computing an integral, is one of the two fundamental operations of calculus,Inte ...
when this sum of squares of the ''a''''k'' is a divergent series.


A unified view

Greater insight into the underlying question that motivates the investigation of lacunary power series and lacunary trigonometric series can be gained by re-examining the simple example above. In that example we used the geometric series : g(z) = \sum_^\infty z^n \, and the
Weierstrass M-test In mathematics, the Weierstrass M-test is a test for determining whether an infinite series of functions converges uniformly and absolutely. It applies to series whose terms are bounded functions with real or complex values, and is analogous to ...
to demonstrate that the simple example defines an analytic function on the open unit disk. The geometric series itself defines an analytic function that converges everywhere on the ''closed'' unit disk except when ''z'' = 1, where ''g''(''z'') has a simple pole.This can be shown by applying
Abel's test In mathematics, Abel's test (also known as Abel's criterion) is a method of testing for the convergence of an infinite series. The test is named after mathematician Niels Henrik Abel, who proved it in 1826. There are two slightly different versio ...
to the geometric series ''g''(''z''). It can also be understood directly, by recognizing that the geometric series is the
Maclaurin series Maclaurin or MacLaurin is a surname. Notable people with the surname include: * Colin Maclaurin (1698–1746), Scottish mathematician * Normand MacLaurin (1835–1914), Australian politician and university administrator * Henry Normand MacLaurin ...
for ''g''(''z'') = ''z''/(1−''z'').
And, since ''z'' = ''e''''iθ'' for points on the unit circle, the geometric series becomes : g(z) = \sum_^\infty e^ = \sum_{n=1}^\infty \left(\cos n\theta + i\sin n\theta\right) \, at a particular ''z'', , ''z'', = 1. From this perspective, then, mathematicians who investigate lacunary series are asking the question: How much does the geometric series have to be distorted – by chopping big sections out, and by introducing coefficients ''a''''k'' ≠ 1 – before the resulting mathematical object is transformed from a nice smooth
meromorphic function In the mathematical field of complex analysis, a meromorphic function on an open subset ''D'' of the complex plane is a function that is holomorphic on all of ''D'' ''except'' for a set of isolated points, which are ''poles'' of the function. ...
into something that exhibits a primitive form of chaotic behavior?


See also

*
Analytic continuation In complex analysis, a branch of mathematics, analytic continuation is a technique to extend the domain of definition of a given analytic function. Analytic continuation often succeeds in defining further values of a function, for example in a ne ...
*
Szolem Mandelbrojt Szolem Mandelbrojt (10 January 1899 – 23 September 1983) was a Polish-French mathematician who specialized in mathematical analysis. He was a professor at the Collège de France from 1938 to 1972, where he held the Chair of Analytical Mechanics ...
*
Benoit Mandelbrot Benoit B. Mandelbrot (20 November 1924 – 14 October 2010) was a Polish-born French-American mathematician and polymath with broad interests in the practical sciences, especially regarding what he labeled as "the art of roughness" of phy ...
*
Mandelbrot set The Mandelbrot set () is a two-dimensional set (mathematics), set that is defined in the complex plane as the complex numbers c for which the function f_c(z)=z^2+c does not Stability theory, diverge to infinity when Iteration, iterated starting ...
* Fabry gap theorem * Ostrowski–Hadamard gap theorem


Notes


References

*Katusi Fukuyama and Shigeru Takahashi, ''Proceedings of the American Mathematical Society'', vol. 127 #2 pp. 599–608 (1999), "The Central Limit Theorem for Lacunary Series". *
Szolem Mandelbrojt Szolem Mandelbrojt (10 January 1899 – 23 September 1983) was a Polish-French mathematician who specialized in mathematical analysis. He was a professor at the Collège de France from 1938 to 1972, where he held the Chair of Analytical Mechanics ...
and Edward Roy Cecil Miles, ''The Rice Institute Pamphlet'', vol. 14 #4 pp. 261–284 (1927), "Lacunary Functions". *
E. T. Whittaker Sir Edmund Taylor Whittaker (24 October 1873 – 24 March 1956) was a British mathematician, physicist, and historian of science. Whittaker was a leading mathematical scholar of the early 20th century who contributed widely to applied mathemat ...
and G. N. Watson, ''
A Course in Modern Analysis ''A Course of Modern Analysis: an introduction to the general theory of infinite processes and of analytic functions; with an account of the principal transcendental functions'' (colloquially known as Whittaker and Watson) is a landmark textb ...
'', fourth edition, Cambridge University Press, 1927.


External links


Fukuyama and Takahashi, 1999
A paper (PDF) entitled ''The Central Limit Theorem for Lacunary Series'', from the AMS.
Mandelbrojt and Miles, 1927
A paper (PDF) entitled ''Lacunary Functions'', from Rice University.

Analytic functions