Simultaneous Diophantine Approximation
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In
number theory Number theory is a branch of pure mathematics devoted primarily to the study of the integers and arithmetic functions. Number theorists study prime numbers as well as the properties of mathematical objects constructed from integers (for example ...
, the study of Diophantine approximation deals with the approximation of
real number In mathematics, a real number is a number that can be used to measure a continuous one- dimensional quantity such as a duration or temperature. Here, ''continuous'' means that pairs of values can have arbitrarily small differences. Every re ...
s by
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 (for example, The set of all ...
s. It is named after Diophantus of Alexandria. The first problem was to know how well a real number can be approximated by rational numbers. For this problem, a rational number ''p''/''q'' is a "good" approximation of a real number ''α'' if the absolute value of the difference between ''p''/''q'' and ''α'' may not decrease if ''p''/''q'' is replaced by another rational number with a smaller denominator. This problem was solved during the 18th century by means of
simple continued fraction A simple or regular continued fraction is a continued fraction with numerators all equal one, and denominators built from a sequence \ of integer numbers. The sequence can be finite or infinite, resulting in a finite (or terminated) continued fr ...
s. Knowing the "best" approximations of a given number, the main problem of the field is to find sharp
upper and lower bounds In mathematics, particularly in order theory, an upper bound or majorant of a subset of some preordered set is an element of that is every element of . Dually, a lower bound or minorant of is defined to be an element of that is less th ...
of the above difference, expressed as a function of the
denominator A fraction (from , "broken") represents a part of a whole or, more generally, any number of equal parts. When spoken in everyday English, a fraction describes how many parts of a certain size there are, for example, one-half, eight-fifths, thre ...
. It appears that these bounds depend on the nature of the real numbers to be approximated: the lower bound for the approximation of a rational number by another rational number is larger than the lower bound for
algebraic number In mathematics, an algebraic number is a number that is a root of a function, root of a non-zero polynomial in one variable with integer (or, equivalently, Rational number, rational) coefficients. For example, the golden ratio (1 + \sqrt)/2 is ...
s, which is itself larger than the lower bound for all real numbers. Thus a real number that may be better approximated than the bound for algebraic numbers is certainly a
transcendental number In mathematics, a transcendental number is a real or complex number that is not algebraic: that is, not the root of a non-zero polynomial with integer (or, equivalently, rational) coefficients. The best-known transcendental numbers are and . ...
. This knowledge enabled
Liouville Joseph Liouville ( ; ; 24 March 1809 – 8 September 1882) was a French mathematician and engineer. Life and work He was born in Saint-Omer in France on 24 March 1809. His parents were Claude-Joseph Liouville (an army officer) and Thérès ...
, in 1844, to produce the first explicit transcendental number. Later, the proofs that and '' e'' are transcendental were obtained by a similar method. Diophantine approximations and
transcendental number theory Transcendental number theory is a branch of number theory that investigates transcendental numbers (numbers that are not solutions of any polynomial equation with rational coefficients), in both qualitative and quantitative ways. Transcendenc ...
are very close areas that share many theorems and methods. Diophantine approximations also have important applications in the study of
Diophantine equation ''Diophantine'' means pertaining to the ancient Greek mathematician Diophantus. A number of concepts bear this name: *Diophantine approximation In number theory, the study of Diophantine approximation deals with the approximation of real n ...
s. The 2022
Fields Medal The Fields Medal is a prize awarded to two, three, or four mathematicians under 40 years of age at the International Congress of Mathematicians, International Congress of the International Mathematical Union (IMU), a meeting that takes place e ...
was awarded to James Maynard, in part for his work on Diophantine approximation.


Best Diophantine approximations of a real number

Given a real number , there are two ways to define a best Diophantine approximation of . For the first definition, the rational number is a ''best Diophantine approximation'' of if :\left, \alpha -\frac\right , < \left, \alpha -\frac\right , , for every rational number different from such that . For the second definition, the above inequality is replaced by :\left, q\alpha -p\ < \left, q^\prime\alpha - p^\prime\. A best approximation for the second definition is also a best approximation for the first one, but the converse is not true in general. The theory of
continued fraction A continued fraction is a mathematical expression that can be written as a fraction with a denominator that is a sum that contains another simple or continued fraction. Depending on whether this iteration terminates with a simple fraction or not, ...
s allows us to compute the best approximations of a real number: for the second definition, they are the convergents of its expression as a regular continued fraction. For the first definition, one has to consider also the semiconvergents. For example, the constant ''e'' = 2.718281828459045235... has the (regular) continued fraction representation : ;1,2,1,1,4,1,1,6,1,1,8,1,\ldots\; Its best approximations for the second definition are : 3, \tfrac, \tfrac, \tfrac, \tfrac, \ldots\, , while, for the first definition, they are :3, \tfrac, \tfrac, \tfrac, \tfrac, \tfrac, \tfrac, \tfrac, \tfrac, \ldots\, .


Measure of the accuracy of approximations

The obvious measure of the accuracy of a Diophantine approximation of a real number by a rational number is \left, \alpha - \frac\. However, this quantity can always be made arbitrarily small by increasing the absolute values of and ; thus the accuracy of the approximation is usually estimated by comparing this quantity to some function of the denominator , typically a negative power of it. For such a comparison, one may want upper bounds or lower bounds of the accuracy. A lower bound is typically described by a theorem like "for every element of some subset of the real numbers and every rational number , we have \left, \alpha - \frac\>\phi(q) ". In some cases, "every rational number" may be replaced by "all rational numbers except a finite number of them", which amounts to multiplying by some constant depending on . For upper bounds, one has to take into account that not all the "best" Diophantine approximations provided by the convergents may have the desired accuracy. Therefore, the theorems take the form "for every element of some subset of the real numbers, there are infinitely many rational numbers such that \left, \alpha - \frac\<\phi(q) ".


Badly approximable numbers

A badly approximable number is an ''x'' for which there is a positive constant ''c'' such that for all rational ''p''/''q'' we have :\left, \ > \frac \ . The badly approximable numbers are precisely those with bounded partial quotients. Equivalently, a number is badly approximable
if and only if In logic and related fields such as mathematics and philosophy, "if and only if" (often shortened as "iff") is paraphrased by the biconditional, a logical connective between statements. The biconditional is true in two cases, where either bo ...
its
Markov constant In number theory, specifically in Diophantine approximation theory, the Markov constant M(\alpha) of an irrational number \alpha is the factor for which Dirichlet's approximation theorem can be improved for \alpha. History and motivation Cert ...
is finite or equivalently its simple continued fraction is bounded.


Lower bounds for Diophantine approximations


Approximation of a rational by other rationals

A rational number \alpha =\frac may be obviously and perfectly approximated by \frac = \frac for every positive integer ''i''. If \frac \not= \alpha = \frac\,, we have :\left, \frac - \frac\ = \left, \frac\ \ge \frac, because , aq - bp, is a positive integer and is thus not lower than 1. Thus the accuracy of the approximation is bad relative to irrational numbers (see next sections). It may be remarked that the preceding proof uses a variant of the
pigeonhole principle In mathematics, the pigeonhole principle states that if items are put into containers, with , then at least one container must contain more than one item. For example, of three gloves, at least two must be right-handed or at least two must be l ...
: a non-negative integer that is not 0 is not smaller than 1. This apparently trivial remark is used in almost every proof of lower bounds for Diophantine approximations, even the most sophisticated ones. In summary, a rational number is perfectly approximated by itself, but is badly approximated by any other rational number.


Approximation of algebraic numbers, Liouville's result

In the 1840s,
Joseph Liouville Joseph Liouville ( ; ; 24 March 1809 – 8 September 1882) was a French mathematician and engineer. Life and work He was born in Saint-Omer in France on 24 March 1809. His parents were Claude-Joseph Liouville (an army officer) and Thérès ...
obtained the first lower bound for the approximation of
algebraic number In mathematics, an algebraic number is a number that is a root of a function, root of a non-zero polynomial in one variable with integer (or, equivalently, Rational number, rational) coefficients. For example, the golden ratio (1 + \sqrt)/2 is ...
s: If ''x'' is an irrational algebraic number of degree ''n'' over the rational numbers, then there exists a constant such that : \left, x- \frac \ > \frac holds for all integers ''p'' and ''q'' where . This result allowed him to produce the first proven example of a transcendental number, the Liouville constant : \sum_^\infty 10^ = 0.110001000000000000000001000\ldots\,, which does not satisfy Liouville's theorem, whichever degree ''n'' is chosen. This link between Diophantine approximations and transcendental number theory continues to the present day. Many of the proof techniques are shared between the two areas.


Approximation of algebraic numbers, Thue–Siegel–Roth theorem

Over more than a century, there were many efforts to improve Liouville's theorem: every improvement of the bound enables us to prove that more numbers are transcendental. The main improvements are due to , , , and , leading finally to the Thue–Siegel–Roth theorem: If is an irrational algebraic number and , then there exists a positive real number such that : \left, x- \frac \>\frac holds for every integer and such that . In some sense, this result is optimal, as the theorem would be false with ''ε'' = 0. This is an immediate consequence of the upper bounds described below.


Simultaneous approximations of algebraic numbers

Subsequently, Wolfgang M. Schmidt generalized this to the case of simultaneous approximations, proving that: If are algebraic numbers such that are
linearly independent In the theory of vector spaces, a set of vectors is said to be if there exists no nontrivial linear combination of the vectors that equals the zero vector. If such a linear combination exists, then the vectors are said to be . These concep ...
over the rational numbers and is any given positive real number, then there are only finitely many rational -tuples such that :\left, x_i - \frac\ < q^,\quad i = 1, \ldots, n. Again, this result is optimal in the sense that one may not remove from the exponent.


Effective bounds

All preceding lower bounds are not effective, in the sense that the proofs do not provide any way to compute the constant implied in the statements. This means that one cannot use the results or their proofs to obtain bounds on the size of solutions of related Diophantine equations. However, these techniques and results can often be used to bound the number of solutions of such equations. Nevertheless, a refinement of
Baker's theorem In transcendental number theory, a mathematical discipline, Baker's theorem gives a lower bound for the absolute value of linear combinations of logarithms of algebraic numbers. Nearly fifteen years earlier, Alexander Gelfond had considered the pr ...
by Feldman provides an effective bound: if ''x'' is an algebraic number of degree ''n'' over the rational numbers, then there exist effectively computable constants ''c''(''x'') > 0 and 0 < ''d''(''x'') < ''n'' such that :\left, x- \frac \>\frac holds for all rational integers. However, as for every effective version of Baker's theorem, the constants ''d'' and 1/''c'' are so large that this effective result cannot be used in practice.


Upper bounds for Diophantine approximations


General upper bound

The first important result about upper bounds for Diophantine approximations is
Dirichlet's approximation theorem In number theory, Dirichlet's theorem on Diophantine approximation, also called Dirichlet's approximation theorem, states that for any real numbers \alpha and N , with 1 \leq N , there exist integers p and q such that 1 \leq q \leq N and ...
, which implies that, for every irrational number , there are infinitely many fractions \tfrac\; such that : \left, \alpha-\frac\ < \frac\,. This implies immediately that one cannot suppress the in the statement of Thue-Siegel-Roth theorem.
Adolf Hurwitz Adolf Hurwitz (; 26 March 1859 – 18 November 1919) was a German mathematician who worked on algebra, mathematical analysis, analysis, geometry and number theory. Early life He was born in Hildesheim, then part of the Kingdom of Hanover, to a ...
(1891) strengthened this result, proving that for every irrational number , there are infinitely many fractions \tfrac\; such that : \left, \alpha-\frac\ < \frac\,. Therefore, \frac is an upper bound for the Diophantine approximations of any irrational number. The constant in this result may not be further improved without excluding some irrational numbers (see below).
Émile Borel Félix Édouard Justin Émile Borel (; 7 January 1871 – 3 February 1956) was a French people, French mathematician and politician. As a mathematician, he was known for his founding work in the areas of measure theory and probability. Biograp ...
(1903) showed that, in fact, given any irrational number , and given three consecutive convergents of , at least one must satisfy the inequality given in Hurwitz's Theorem.


Equivalent real numbers

Definition: Two real numbers x,y are called ''equivalent'' if there are integers a,b,c,d\; with ad-bc = \pm 1\; such that: :y = \frac\, . So equivalence is defined by an integer
Möbius transformation In geometry and complex analysis, a Möbius transformation of the complex plane is a rational function of the form f(z) = \frac of one complex number, complex variable ; here the coefficients , , , are complex numbers satisfying . Geometrically ...
on the real numbers, or by a member of the
Modular group In mathematics, the modular group is the projective special linear group \operatorname(2,\mathbb Z) of 2\times 2 matrices with integer coefficients and determinant 1, such that the matrices A and -A are identified. The modular group acts on ...
\text_2^(\Z), the set of invertible 2 × 2 matrices over the integers. Each rational number is equivalent to 0; thus the rational numbers are an
equivalence class In mathematics, when the elements of some set S have a notion of equivalence (formalized as an equivalence relation), then one may naturally split the set S into equivalence classes. These equivalence classes are constructed so that elements ...
for this relation. The equivalence may be read on the regular continued fraction representation, as shown by the following theorem of Serret: Theorem: Two irrational numbers ''x'' and ''y'' are equivalent if and only if there exist two positive integers ''h'' and ''k'' such that the regular
continued fraction A continued fraction is a mathematical expression that can be written as a fraction with a denominator that is a sum that contains another simple or continued fraction. Depending on whether this iteration terminates with a simple fraction or not, ...
representations of ''x'' and ''y'' :\begin x &= _0; u_1, u_2, \ldots, , \\ y &= _0; v_1, v_2, \ldots, , \end satisfy :u_ = v_ for every non negative integer ''i''. Thus, except for a finite initial sequence, equivalent numbers have the same continued fraction representation. Equivalent numbers are approximable to the same degree, in the sense that they have the same
Markov constant In number theory, specifically in Diophantine approximation theory, the Markov constant M(\alpha) of an irrational number \alpha is the factor for which Dirichlet's approximation theorem can be improved for \alpha. History and motivation Cert ...
.


Lagrange spectrum

As said above, the constant in Borel's theorem may not be improved, as shown by
Adolf Hurwitz Adolf Hurwitz (; 26 March 1859 – 18 November 1919) was a German mathematician who worked on algebra, mathematical analysis, analysis, geometry and number theory. Early life He was born in Hildesheim, then part of the Kingdom of Hanover, to a ...
in 1891. Let \phi = \tfrac be the
golden ratio In mathematics, two quantities are in the golden ratio if their ratio is the same as the ratio of their summation, sum to the larger of the two quantities. Expressed algebraically, for quantities and with , is in a golden ratio to if \fr ...
. Then for any real constant ''c'' with c > \sqrt\; there are only a finite number of rational numbers such that :\left, \phi-\frac\ < \frac. Hence an improvement can only be achieved, if the numbers which are equivalent to \phi are excluded. More precisely: For every irrational number \alpha, which is not equivalent to \phi, there are infinite many fractions \tfrac\; such that : \left, \alpha-\frac\ < \frac. By successive exclusions — next one must exclude the numbers equivalent to \sqrt 2 — of more and more classes of equivalence, the lower bound can be further enlarged. The values which may be generated in this way are ''Lagrange numbers'', which are part of the Lagrange spectrum. They converge to the number 3 and are related to the
Markov number A Markov number or Markoff number is a positive integer ''x'', ''y'' or ''z'' that is part of a solution to the Markov Diophantine equation :x^2 + y^2 + z^2 = 3xyz,\, studied by . The first few Markov numbers are :1 (number), 1, 2 (number), ...
s.


Khinchin's theorem on metric Diophantine approximation and extensions

Let \psi be a positive real-valued function on positive integers (i.e., a positive sequence) such that q \psi(q) is non-increasing. A real number ''x'' (not necessarily algebraic) is called \psi-''approximable'' if there exist infinitely many rational numbers ''p''/''q'' such that :\left, x- \frac \ < \frac.
Aleksandr Khinchin Aleksandr Yakovlevich Khinchin (, ), July 19, 1894 – November 18, 1959, was a Soviet mathematician and one of the most significant contributors to the Soviet school of probability theory. Due to romanization conventions, his name is sometim ...
proved in 1926 that if the series \sum_ \psi(q) diverges, then almost every real number (in the sense of
Lebesgue measure In measure theory, a branch of mathematics, the Lebesgue measure, named after French mathematician Henri Lebesgue, is the standard way of assigning a measure to subsets of higher dimensional Euclidean '-spaces. For lower dimensions or , it c ...
) is \psi-approximable, and if the series converges, then almost every real number is not \psi-approximable. The circle of ideas surrounding this theorem and its relatives is known as ''metric Diophantine approximation'' or the ''metric theory of Diophantine approximation'' (not to be confused with height "metrics" in
Diophantine geometry In mathematics, Diophantine geometry is the study of Diophantine equations by means of powerful methods in algebraic geometry. By the 20th century it became clear for some mathematicians that methods of algebraic geometry are ideal tools to study ...
) or ''metric number theory''. proved a generalization of Khinchin's result, and posed what is now known as the Duffin–Schaeffer conjecture on the analogue of Khinchin's dichotomy for general, not necessarily decreasing, sequences \psi . proved that a
Hausdorff measure In mathematics, Hausdorff measure is a generalization of the traditional notions of area and volume to non-integer dimensions, specifically fractals and their Hausdorff dimensions. It is a type of outer measure, named for Felix Hausdorff, that assi ...
analogue of the Duffin–Schaeffer conjecture is equivalent to the original Duffin–Schaeffer conjecture, which is a priori weaker. In July 2019, Dimitris Koukoulopoulos and James Maynard announced a proof of the conjecture.


Hausdorff dimension of exceptional sets

An important example of a function \psi to which Khinchin's theorem can be applied is the function \psi_c(q) = q^, where ''c'' > 1 is a real number. For this function, the relevant series converges and so Khinchin's theorem tells us that almost every point is not \psi_c-approximable. Thus, the set of numbers which are \psi_c-approximable forms a subset of the real line of Lebesgue measure zero. The Jarník-Besicovitch theorem, due to V. Jarník and A. S. Besicovitch, states that the
Hausdorff dimension In mathematics, Hausdorff dimension is a measure of ''roughness'', or more specifically, fractal dimension, that was introduced in 1918 by mathematician Felix Hausdorff. For instance, the Hausdorff dimension of a single point is zero, of a line ...
of this set is equal to 1/c. In particular, the set of numbers which are \psi_c-approximable for some c > 1 (known as the set of ''very well approximable numbers'') has Hausdorff dimension one, while the set of numbers which are \psi_c-approximable for all c > 1 (known as the set of
Liouville number In number theory, a Liouville number is a real number x with the property that, for every positive integer n, there exists a pair of integers (p,q) with q>1 such that :0<\left, x-\frac\<\frac. The inequality implies that Liouville numbers po ...
s) has Hausdorff dimension zero. Another important example is the function \psi_\varepsilon(q) = \varepsilon q^, where \varepsilon > 0 is a real number. For this function, the relevant series diverges and so Khinchin's theorem tells us that almost every number is \psi_\varepsilon-approximable. This is the same as saying that every such number is ''well approximable'', where a number is called well approximable if it is not badly approximable. So an appropriate analogue of the Jarník-Besicovitch theorem should concern the Hausdorff dimension of the set of badly approximable numbers. And indeed, V. Jarník proved that the Hausdorff dimension of this set is equal to one. This result was improved by W. M. Schmidt, who showed that the set of badly approximable numbers is ''incompressible'', meaning that if f_1,f_2,\ldots is a sequence of bi-Lipschitz maps, then the set of numbers ''x'' for which f_1(x),f_2(x),\ldots are all badly approximable has Hausdorff dimension one. Schmidt also generalized Jarník's theorem to higher dimensions, a significant achievement because Jarník's argument is essentially one-dimensional, depending on the apparatus of continued fractions.


Uniform distribution

Another topic that has seen a thorough development is the theory of uniform distribution mod 1. Take a sequence ''a''1, ''a''2, ... of real numbers and consider their ''fractional parts''. That is, more abstractly, look at the sequence in \mathbb/\mathbb, which is a circle. For any interval ''I'' on the circle we look at the proportion of the sequence's elements that lie in it, up to some integer ''N'', and compare it to the proportion of the circumference occupied by ''I''. ''Uniform distribution'' means that in the limit, as ''N'' grows, the proportion of hits on the interval tends to the 'expected' value.
Hermann Weyl Hermann Klaus Hugo Weyl (; ; 9 November 1885 – 8 December 1955) was a German mathematician, theoretical physicist, logician and philosopher. Although much of his working life was spent in Zürich, Switzerland, and then Princeton, New Jersey, ...
proved a basic result showing that this was equivalent to bounds for exponential sums formed from the sequence. This showed that Diophantine approximation results were closely related to the general problem of cancellation in exponential sums, which occurs throughout
analytic number theory In mathematics, analytic number theory is a branch of number theory that uses methods from mathematical analysis to solve problems about the integers. It is often said to have begun with Peter Gustav Lejeune Dirichlet's 1837 introduction of Dir ...
in the bounding of error terms. Related to uniform distribution is the topic of irregularities of distribution, which is of a
combinatorial Combinatorics is an area of mathematics primarily concerned with counting, both as a means and as an end to obtaining results, and certain properties of finite structures. It is closely related to many other areas of mathematics and has many ...
nature.


Algorithms

Grotschel, Lovasz and Schrijver describe algorithms for finding approximately-best diophantine approximations, both for individual real numbers and for set of real numbers. The latter problem is called simultaneous diophantine approximation.


Unsolved problems

There are still simply stated unsolved problems remaining in Diophantine approximation, for example the '' Littlewood conjecture'' and the '' lonely runner conjecture''. It is also unknown if there are algebraic numbers with unbounded coefficients in their continued fraction expansion.


Recent developments

In his plenary address at the International Mathematical Congress in Kyoto (1990),
Grigory Margulis Grigory Aleksandrovich Margulis (, first name often given as Gregory, Grigori or Gregori; born February 24, 1946) is a Russian-American mathematician known for his work on lattices in Lie groups, and the introduction of methods from ergodic the ...
outlined a broad program rooted in
ergodic theory Ergodic theory is a branch of mathematics that studies statistical properties of deterministic dynamical systems; it is the study of ergodicity. In this context, "statistical properties" refers to properties which are expressed through the behav ...
that allows one to prove number-theoretic results using the dynamical and ergodic properties of actions of subgroups of
semisimple Lie group In mathematics, a simple Lie group is a connected space, connected nonabelian group, non-abelian Lie group ''G'' which does not have nontrivial connected normal subgroups. The list of simple Lie groups can be used to read off the list of simple ...
s. The work of D. Kleinbock, G. Margulis and their collaborators demonstrated the power of this novel approach to classical problems in Diophantine approximation. Among its notable successes are the proof of the decades-old
Oppenheim conjecture In Diophantine approximation, a subfield of number theory, the Oppenheim conjecture concerns representations of numbers by real quadratic forms in several variables. It was formulated in 1929 by Alexander Oppenheim and later the conjectured prop ...
by Margulis, with later extensions by Dani and Margulis and Eskin–Margulis–Mozes, and the proof of Baker and Sprindzhuk conjectures in the Diophantine approximations on manifolds by Kleinbock and Margulis. Various generalizations of the above results of
Aleksandr Khinchin Aleksandr Yakovlevich Khinchin (, ), July 19, 1894 – November 18, 1959, was a Soviet mathematician and one of the most significant contributors to the Soviet school of probability theory. Due to romanization conventions, his name is sometim ...
in metric Diophantine approximation have also been obtained within this framework.


See also

*
Davenport–Schmidt theorem In mathematics, specifically the area of Diophantine approximation, the Davenport–Schmidt theorem tells us how well a certain kind of real number can be approximated by another kind. Specifically it tells us that we can get a good approximation ...
*
Duffin–Schaeffer theorem The Koukoulopoulos–Maynard theorem, also known as the Duffin-Schaeffer conjecture, is a theorem in mathematics, specifically, the Diophantine approximation proposed as a conjecture by R. J. Duffin and A. C. Schaeffer in 1941 and proven in 20 ...
* Heilbronn set *
Low-discrepancy sequence In mathematics, a low-discrepancy sequence is a sequence with the property that for all values of N, its subsequence x_1, \ldots, x_N has a low discrepancy of a sequence, discrepancy. Roughly speaking, the discrepancy of a sequence is low if the p ...


Notes


References

* * * * * * * * * * * * * * * * * * * *


External links


Diophantine Approximation: historical survey
. From ''Introduction to Diophantine methods'' course by Michel Waldschmidt. * {{DEFAULTSORT:Diophantine Approximation