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In
number theory Number theory (or arithmetic or higher arithmetic in older usage) is a branch of pure mathematics devoted primarily to the study of the integers and arithmetic function, integer-valued functions. German mathematician Carl Friedrich Gauss (1777â ...
, an ''n''-smooth (or ''n''-friable) number is 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 ...
whose
prime factor A prime number (or a prime) is a natural number greater than 1 that is not a product of two smaller natural numbers. A natural number greater than 1 that is not prime is called a composite number. For example, 5 is prime because the only ways ...
s are all less than or equal to ''n''. For example, a 7-smooth number is a number whose every prime factor is at most 7, so 49 = 72 and 15750 = 2 × 32 × 53 × 7 are both 7-smooth, while 11 and 702 = 2 × 33 × 13 are not 7-smooth. The term seems to have been coined by Leonard Adleman. Smooth numbers are especially important in
cryptography Cryptography, or cryptology (from grc, , translit=kryptĂłs "hidden, secret"; and ''graphein'', "to write", or ''-logia'', "study", respectively), is the practice and study of techniques for secure communication in the presence of adver ...
, which relies on factorization of integers. The 2-smooth numbers are just the
powers of 2 A power of two is a number of the form where is an integer, that is, the result of exponentiation with number two as the base and integer  as the exponent. In a context where only integers are considered, is restricted to non-negative ...
, while 5-smooth numbers are known as regular numbers.


Definition

A positive
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 ...
is called B-smooth if none of its
prime factor A prime number (or a prime) is a natural number greater than 1 that is not a product of two smaller natural numbers. A natural number greater than 1 that is not prime is called a composite number. For example, 5 is prime because the only ways ...
s are greater than B. For example, 1,620 has prime factorization 22 × 34 × 5; therefore 1,620 is 5-smooth because none of its prime factors are greater than 5. This definition includes numbers that lack some of the smaller prime factors; for example, both 10 and 12 are 5-smooth, even though they miss out the prime factors 3 and 5, respectively. All 5-smooth numbers are of the form 2''a'' × 3''b'' × 5''c'', where ''a'', ''b'' and ''c'' are non-negative integers. The 3-smooth numbers have also been called "harmonic numbers", although that name has other more widely used meanings. 5-smooth numbers are also called regular numbers or Hamming numbers; 7-smooth numbers are also called humble numbers, and sometimes called ''highly composite'', although this conflicts with another meaning of
highly composite numbers __FORCETOC__ A highly composite number is a positive integer with more divisors than any smaller positive integer has. The related concept of largely composite number refers to a positive integer which has at least as many divisors as any smaller ...
. Here, note that B itself is not required to appear among the factors of a B-smooth number. If the largest prime factor of a number is p then the number is B-smooth for any B ≥ p. In many scenarios B is
prime A prime number (or a prime) is a natural number greater than 1 that is not a product of two smaller natural numbers. A natural number greater than 1 that is not prime is called a composite number. For example, 5 is prime because the only ways ...
, but
composite number A composite number is a positive integer that can be formed by multiplying two smaller positive integers. Equivalently, it is a positive integer that has at least one divisor other than 1 and itself. Every positive integer is composite, prime, ...
s are permitted as well. A number is B-smooth
if and only if In logic and related fields such as mathematics and philosophy, "if and only if" (shortened as "iff") is a biconditional logical connective between statements, where either both statements are true or both are false. The connective is bicondi ...
it is p-smooth, where p is the largest prime less than or equal to B.


Applications

An important practical application of smooth numbers is the
fast Fourier transform A fast Fourier transform (FFT) is an algorithm that computes the discrete Fourier transform (DFT) of a sequence, or its inverse (IDFT). Fourier analysis converts a signal from its original domain (often time or space) to a representation in th ...
(FFT) algorithms (such as the Cooley–Tukey FFT algorithm), which operates by recursively breaking down a problem of a given size ''n'' into problems the size of its factors. By using ''B''-smooth numbers, one ensures that the base cases of this recursion are small primes, for which efficient algorithms exist. (Large prime sizes require less-efficient algorithms such as
Bluestein's FFT algorithm The chirp Z-transform (CZT) is a generalization of the discrete Fourier transform (DFT). While the DFT samples the Z plane at uniformly-spaced points along the unit circle, the chirp Z-transform samples along spiral arcs in the Z-plane, correspon ...
.) 5-smooth or regular numbers play a special role in Babylonian mathematics. They are also important in
music theory Music theory is the study of the practices and possibilities of music. ''The Oxford Companion to Music'' describes three interrelated uses of the term "music theory". The first is the "rudiments", that are needed to understand music notation (ke ...
(see Limit (music)), and the problem of generating these numbers efficiently has been used as a test problem for
functional programming In computer science, functional programming is a programming paradigm where programs are constructed by Function application, applying and Function composition (computer science), composing Function (computer science), functions. It is a declar ...
. Smooth numbers have a number of applications to cryptography. While most applications center around
cryptanalysis Cryptanalysis (from the Greek ''kryptós'', "hidden", and ''analýein'', "to analyze") refers to the process of analyzing information systems in order to understand hidden aspects of the systems. Cryptanalysis is used to breach cryptographic sec ...
(e.g. the fastest known
integer factorization In number theory, integer factorization is the decomposition of a composite number into a product of smaller integers. If these factors are further restricted to prime numbers, the process is called prime factorization. When the numbers are suf ...
algorithms, for example:
General number field sieve In number theory, the general number field sieve (GNFS) is the most efficient classical algorithm known for factoring integers larger than . Heuristically, its complexity for factoring an integer (consisting of bits) is of the form :\exp\left( ...
algorithm), the VSH hash function is another example of a constructive use of smoothness to obtain a provably secure design.


Distribution

Let \Psi(x,y) denote the number of ''y''-smooth integers less than or equal to ''x'' (the de Bruijn function). If the smoothness bound ''B'' is fixed and small, there is a good estimate for \Psi(x,B): : \Psi(x,B) \sim \frac \prod_\frac. where \pi(B) denotes the number of primes less than or equal to B. Otherwise, define the parameter ''u'' as ''u'' = log ''x'' / log ''y'': that is, ''x'' = ''y''''u''. Then, : \Psi(x,y) = x\cdot \rho(u) + O\left(\frac\right) where \rho(u) is the
Dickman function In analytic number theory, the Dickman function or Dickman–de Bruijn function ''ρ'' is a special function used to estimate the proportion of smooth numbers up to a given bound. It was first studied by actuary Karl Dickman, who defined it in his ...
. The average size of the smooth part of a number of given size is known as \zeta(u), and it is known to decay much more slowly than \rho(u). For any ''k'',
almost all In mathematics, the term "almost all" means "all but a negligible amount". More precisely, if X is a set, "almost all elements of X" means "all elements of X but those in a negligible subset of X". The meaning of "negligible" depends on the math ...
natural numbers will not be ''k''-smooth.


Powersmooth numbers

Further, ''m'' is called ''B''-powersmooth (or ''B''-ultrafriable) if all prime ''powers'' p^ dividing ''m'' satisfy: :p^ \leq B.\, For example, 720 (24 × 32 × 51) is 5-smooth but not 5-powersmooth (because there are several prime powers greater than 5, ''e.g.'' 3^2 = 9 \nleq 5 and 2^4 = 16 \nleq 5). It is 16-powersmooth since its greatest prime factor power is 24 = 16. The number is also 17-powersmooth, 18-powersmooth, etc. ''B''-smooth and ''B''-powersmooth numbers have applications in number theory, such as in Pollard's ''p'' − 1 algorithm and
ECM ECM may refer to: Economics and commerce * Engineering change management * Equity capital markets * Error correction model, an econometric model * European Common Market Mathematics * Elliptic curve method * European Congress of Mathematics ...
. Such applications are often said to work with "smooth numbers," with no ''B'' specified; this means the numbers involved must be ''B''-powersmooth, for some unspecified small number ''B. A''s ''B'' increases, the performance of the algorithm or method in question degrades rapidly. For example, the Pohlig–Hellman algorithm for computing
discrete logarithm In mathematics, for given real numbers ''a'' and ''b'', the logarithm log''b'' ''a'' is a number ''x'' such that . Analogously, in any group ''G'', powers ''b'k'' can be defined for all integers ''k'', and the discrete logarithm log''b' ...
s has a running time of O(''B''1/2)—for groups of ''B''-smooth
order Order, ORDER or Orders may refer to: * Categorization, the process in which ideas and objects are recognized, differentiated, and understood * Heterarchy, a system of organization wherein the elements have the potential to be ranked a number of d ...
.


Smooth over a set ''A''

Moreover, ''m'' is said to be smooth over a
set Set, The Set, SET or SETS may refer to: Science, technology, and mathematics Mathematics *Set (mathematics), a collection of elements *Category of sets, the category whose objects and morphisms are sets and total functions, respectively Electro ...
''A'' if there exists a factorization of ''m'' where the factors are powers of elements in ''A''. For example, since 12 = 4 × 3, 12 is smooth over the sets ''A''1 = , ''A''2 = , and \mathbb, however it would not be smooth over the set ''A''3 = , as 12 contains the factor 4 = 22, which is not in ''A''3. Note the set ''A'' does not have to be a set of prime factors, but it is typically a proper
subset In mathematics, Set (mathematics), set ''A'' is a subset of a set ''B'' if all Element (mathematics), elements of ''A'' are also elements of ''B''; ''B'' is then a superset of ''A''. It is possible for ''A'' and ''B'' to be equal; if they are ...
of the primes as seen in the
factor base In computational number theory, a factor base is a small set of prime numbers commonly used as a mathematical tool in algorithms involving extensive sieving for potential factors of a given integer. Usage in factoring algorithms A factor base is a ...
of
Dixon's factorization method In number theory, Dixon's factorization method (also Dixon's random squares method or Dixon's algorithm) is a general-purpose integer factorization algorithm; it is the prototypical factor base method. Unlike for other factor base methods, its run- ...
and the
quadratic sieve The quadratic sieve algorithm (QS) is an integer factorization algorithm and, in practice, the second fastest method known (after the general number field sieve). It is still the fastest for integers under 100 decimal digits or so, and is considerab ...
. Likewise, it is what the
general number field sieve In number theory, the general number field sieve (GNFS) is the most efficient classical algorithm known for factoring integers larger than . Heuristically, its complexity for factoring an integer (consisting of bits) is of the form :\exp\left( ...
uses to build its notion of smoothness, under the
homomorphism In algebra, a homomorphism is a structure-preserving map between two algebraic structures of the same type (such as two groups, two rings, or two vector spaces). The word ''homomorphism'' comes from the Ancient Greek language: () meaning "same" ...
\phi:\mathbb
theta Theta (, ; uppercase: Θ or ; lowercase: θ or ; grc, ''thē̂ta'' ; Modern: ''thī́ta'' ) is the eighth letter of the Greek alphabet, derived from the Phoenician letter Teth . In the system of Greek numerals, it has a value of 9. Gr ...
to\mathbb/n\mathbb.


See also

*
Highly composite number __FORCETOC__ A highly composite number is a positive integer with more divisors than any smaller positive integer has. The related concept of largely composite number refers to a positive integer which has at least as many divisors as any smaller ...
* Rough number *
Round number A round number is an integer that ends with one or more " 0"s (zero-digit) in a given base. So, 590 is rounder than 592, but 590 is less round than 600. In both technical and informal language, a round number is often interpreted to stand for a ...
*
Størmer's theorem In number theory, Størmer's theorem, named after Carl Størmer, gives a finite bound on the number of consecutive pairs of smooth numbers that exist, for a given degree of smoothness, and provides a method for finding all such pairs using Pell equ ...
* Unusual number


Notes and references


Bibliography

* G. Tenenbaum, ''Introduction to analytic and probabilistic number theory'', (AMS, 2015) * A. Granville
''Smooth numbers: Computational number theory and beyond''
Proc. of MSRI workshop, 2008


External links

* The On-Line Encyclopedia of Integer Sequences (OEIS) lists ''B''-smooth numbers for small ''B''s: * 2-smooth numbers: A000079 (2''i'') * 3-smooth numbers: A003586 (2''i''3''j'') * 5-smooth numbers: A051037 (2''i''3''j''5''k'') * 7-smooth numbers: A002473 (2''i''3''j''5''k''7''l'') * 11-smooth numbers: A051038 (etc...) * 13-smooth numbers: A080197 * 17-smooth numbers: A080681 * 19-smooth numbers: A080682 * 23-smooth numbers: A080683 {{Classes of natural numbers Analytic number theory Integer sequences