
In
mathematics, modular arithmetic is a system of
arithmetic for
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 ...
s, where numbers "wrap around" when reaching a certain value, called the modulus. The modern approach to modular arithmetic was developed by
Carl Friedrich Gauss
Johann Carl Friedrich Gauss (; german: Gauß ; la, Carolus Fridericus Gauss; 30 April 177723 February 1855) was a German mathematician and physicist who made significant contributions to many fields in mathematics and science. Sometimes refe ...
in his book ''
Disquisitiones Arithmeticae'', published in 1801.
A familiar use of modular arithmetic is in the
12-hour clock, in which the day is divided into two 12-hour periods. If the time is 7:00 now, then 8 hours later it will be 3:00. Simple addition would result in , but clocks "wrap around" every 12 hours. Because the hour number starts over at zero when it reaches 12, this is arithmetic ''modulo'' 12. In terms of the definition below, 15 is ''congruent'' to 3 modulo 12, so "15:00" on a
24-hour clock
The modern 24-hour clock, popularly referred to in the United States as military time, is the convention of timekeeping in which the day runs from midnight to midnight and is divided into 24 hours. This is indicated by the hours (and minutes) pas ...
is displayed "3:00" on a 12-hour clock.
Congruence
Given 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 ...
, called a modulus, two integers and are said to be congruent modulo , if is a
divisor
In mathematics, a divisor of an integer n, also called a factor of n, is an integer m that may be multiplied by some integer to produce n. In this case, one also says that n is a multiple of m. An integer n is divisible or evenly divisible by ...
of their difference (that is, if there is an integer such that ).
Congruence modulo is a
congruence relation, meaning that it is an
equivalence relation
In mathematics, an equivalence relation is a binary relation that is reflexive, symmetric and transitive. The equipollence relation between line segments in geometry is a common example of an equivalence relation.
Each equivalence relatio ...
that is compatible with the operations of
addition,
subtraction, and
multiplication. Congruence modulo is denoted:
:
The parentheses mean that applies to the entire equation, not just to the right-hand side (here, ). This notation is not to be confused with the notation (without parentheses), which refers to the
modulo operation
In computing, the modulo operation returns the remainder or signed remainder of a division, after one number is divided by another (called the '' modulus'' of the operation).
Given two positive numbers and , modulo (often abbreviated as ) is ...
. Indeed, denotes the unique integer such that and
(that is, the remainder of
when divided by
).
The congruence relation may be rewritten as
:
explicitly showing its relationship with
Euclidean division. However, the here need not be the remainder of the division of by Instead, what the statement asserts is that and have the same remainder when divided by . That is,
:
:
where is the common remainder. Subtracting these two expressions, we recover the previous relation:
:
by setting
Examples
In modulus 12, one can assert that:
:
because , which is a multiple of 12. Another way to express this is to say that both 38 and 14 have the same remainder 2, when divided by 12.
The definition of congruence also applies to negative values. For example:
:
Properties
The congruence relation satisfies all the conditions of an
equivalence relation
In mathematics, an equivalence relation is a binary relation that is reflexive, symmetric and transitive. The equipollence relation between line segments in geometry is a common example of an equivalence relation.
Each equivalence relatio ...
:
* Reflexivity:
* Symmetry: if for all , , and .
* Transitivity: If and , then
If and or if then:
* for any integer (compatibility with translation)
* for any integer (compatibility with scaling)
* for any integer
* (compatibility with addition)
* (compatibility with subtraction)
* (compatibility with multiplication)
* for any non-negative integer (compatibility with exponentiation)
* , for any
polynomial
In mathematics, a polynomial is an expression consisting of indeterminates (also called variables) and coefficients, that involves only the operations of addition, subtraction, multiplication, and positive-integer powers of variables. An ex ...
with integer coefficients (compatibility with polynomial evaluation)
If , then it is generally false that . However, the following is true:
* If where is
Euler's totient function
In number theory, Euler's totient function counts the positive integers up to a given integer that are relatively prime to . It is written using the Greek letter phi as \varphi(n) or \phi(n), and may also be called Euler's phi function. In ...
, then —provided that is
coprime with .
For cancellation of common terms, we have the following rules:
* If , where is any integer, then
* If and is coprime with , then
* If and , then
The
modular multiplicative inverse is defined by the following rules:
* Existence: there exists an integer denoted such that if and only if is coprime with . This integer is called a ''modular multiplicative inverse'' of modulo .
* If and exists, then (compatibility with multiplicative inverse, and, if , uniqueness modulo )
* If and is coprime to , then the solution to this linear congruence is given by
The multiplicative inverse may be efficiently computed by solving
Bézout's equation for
—using the
Extended Euclidean algorithm.
In particular, if is a prime number, then is coprime with for every such that ; thus a multiplicative inverse exists for all that is not congruent to zero modulo .
Some of the more advanced properties of congruence relations are the following:
*
Fermat's little theorem: If is prime and does not divide , then .
*
Euler's theorem: If and are coprime, then , where is
Euler's totient function
In number theory, Euler's totient function counts the positive integers up to a given integer that are relatively prime to . It is written using the Greek letter phi as \varphi(n) or \phi(n), and may also be called Euler's phi function. In ...
* A simple consequence of Fermat's little theorem is that if is prime, then is the multiplicative inverse of . More generally, from Euler's theorem, if and are coprime, then .
* Another simple consequence is that if where is Euler's totient function, then provided is
coprime with .
*
Wilson's theorem: is prime if and only if .
*
Chinese remainder theorem
In mathematics, the Chinese remainder theorem states that if one knows the remainders of the Euclidean division of an integer ''n'' by several integers, then one can determine uniquely the remainder of the division of ''n'' by the product of the ...
: For any , and coprime , , there exists a unique such that and . In fact, where is the inverse of modulo and is the inverse of modulo .
*
Lagrange's theorem: The congruence , where is prime, and is a
polynomial
In mathematics, a polynomial is an expression consisting of indeterminates (also called variables) and coefficients, that involves only the operations of addition, subtraction, multiplication, and positive-integer powers of variables. An ex ...
with integer coefficients such that , has at most roots.
*
Primitive root modulo : A number is a primitive root modulo if, for every integer coprime to , there is an integer such that . A primitive root modulo exists if and only if is equal to or , where is an odd prime number and is a positive integer. If a primitive root modulo exists, then there are exactly such primitive roots, where is the Euler's totient function.
*
Quadratic residue: An integer is a quadratic residue modulo , if there exists an integer such that .
Euler's criterion asserts that, if is an odd prime, and is not a multiple of , then is a quadratic residue modulo if and only if
::
Congruence classes
Like any congruence relation, congruence modulo is an
equivalence relation
In mathematics, an equivalence relation is a binary relation that is reflexive, symmetric and transitive. The equipollence relation between line segments in geometry is a common example of an equivalence relation.
Each equivalence relatio ...
, and the
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 ...
of the integer , denoted by , is the set . This set, consisting of all the integers congruent to modulo , is called the congruence class, residue class, or simply residue of the integer modulo . When the modulus is known from the context, that residue may also be denoted .
Residue systems
Each residue class modulo may be represented by any one of its members, although we usually represent each residue class by the smallest nonnegative integer which belongs to that class (since this is the proper remainder which results from division). Any two members of different residue classes modulo are incongruent modulo . Furthermore, every integer belongs to one and only one residue class modulo .
The set of integers is called the least residue system modulo . Any set of integers, no two of which are congruent modulo , is called a complete residue system modulo .
The least residue system is a complete residue system, and a complete residue system is simply a set containing precisely one
representative of each residue class modulo . For example. the least residue system modulo 4 is . Some other complete residue systems modulo 4 include:
*
*
*
*
*
*
Some sets which are ''not'' complete residue systems modulo 4 are:
*, since 6 is congruent to 22 modulo 4.
*, since a complete residue system modulo 4 must have exactly 4 incongruent residue classes.
Reduced residue systems
Given the
Euler's totient function
In number theory, Euler's totient function counts the positive integers up to a given integer that are relatively prime to . It is written using the Greek letter phi as \varphi(n) or \phi(n), and may also be called Euler's phi function. In ...
, any set of integers that are
relatively prime to and mutually incongruent under modulus is called a reduced residue system modulo . The set from above, for example, is an instance of a reduced residue system modulo 4.
Integers modulo ''n''
The set of all
congruence classes of the integers for a modulus is called the ring of integers modulo , and is denoted
,
, or
. The notation
is, however, not recommended because it can be confused with the set of
-adic integers. The
ring is fundamental to various branches of mathematics (see below).
The set is defined for ''n'' > 0 as:
:
(When ,
is not an
empty set; rather, it is
isomorphic to
, since .)
We define addition, subtraction, and multiplication on
by the following rules:
*
*
*
The verification that this is a proper definition uses the properties given before.
In this way,
becomes a
commutative ring. For example, in the ring
, we have
:
as in the arithmetic for the 24-hour clock.
We use the notation
because this is the
quotient ring of
by the
ideal , a set containing all integers divisible by , where
is the
singleton set . Thus
is a
field when
is a
maximal ideal (i.e., when is prime).
This can also be constructed from the group
under the addition operation alone. The residue class is the group
coset of in the
quotient group
A quotient group or factor group is a mathematical group obtained by aggregating similar elements of a larger group using an equivalence relation that preserves some of the group structure (the rest of the structure is "factored" out). For exam ...
, a
cyclic group
In group theory, a branch of abstract algebra in pure mathematics, a cyclic group or monogenous group is a group, denoted C''n'', that is generated by a single element. That is, it is a set of invertible elements with a single associative bi ...
.
Rather than excluding the special case , it is more useful to include
(which, as mentioned before, is isomorphic to the ring
of integers). In fact, this inclusion is useful when discussing the
characteristic of a
ring.
The ring of integers modulo is a
finite field if and only if 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 way ...
(this ensures that every nonzero element has a
multiplicative inverse
In mathematics, a multiplicative inverse or reciprocal for a number ''x'', denoted by 1/''x'' or ''x''−1, is a number which when multiplied by ''x'' yields the multiplicative identity, 1. The multiplicative inverse of a fraction ''a''/''b ...
). If
is a
prime power with ''k'' > 1, there exists a unique (up to isomorphism) finite field
with elements, but this is ''not''
, which fails to be a field because it has
zero-divisors.
The
multiplicative subgroup of integers modulo ''n'' is denoted by
. This consists of
(where ''a''
is coprime to ''n''), which are precisely the classes possessing a multiplicative inverse. This forms a commutative
group under multiplication, with order
.
Extension to real numbers
Applications
In theoretical mathematics, modular arithmetic is one of the foundations of
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 integer-valued functions. German mathematician Carl Friedrich Gauss (1777–1855) said, "Math ...
, touching on almost every aspect of its study, and it is also used extensively in
group theory
In abstract algebra, group theory studies the algebraic structures known as group (mathematics), groups.
The concept of a group is central to abstract algebra: other well-known algebraic structures, such as ring (mathematics), rings, field ...
,
ring theory,
knot theory, and
abstract algebra
In mathematics, more specifically algebra, abstract algebra or modern algebra is the study of algebraic structures. Algebraic structures include groups, rings, fields, modules, vector spaces, lattices, and algebras over a field. The te ...
. In applied mathematics, it is used in
computer algebra,
cryptography
Cryptography, or cryptology (from grc, , translit=kryptós "hidden, secret"; and ''graphein'', "to write", or ''-logia'', "study", respectively), is the practice and study of techniques for secure communication in the presence of adve ...
,
computer science
Computer science is the study of computation, automation, and information. Computer science spans theoretical disciplines (such as algorithms, theory of computation, information theory, and automation) to practical disciplines (includin ...
,
chemistry and the
visual
The visual system comprises the sensory organ (the eye) and parts of the central nervous system (the retina containing photoreceptor cells, the optic nerve, the optic tract and the visual cortex) which gives organisms the sense of sight ...
and
music
Music is generally defined as the The arts, art of arranging sound to create some combination of Musical form, form, harmony, melody, rhythm or otherwise Musical expression, expressive content. Exact definition of music, definitions of mu ...
al arts.
A very practical application is to calculate checksums within serial number identifiers. For example,
International Standard Book Number
The International Standard Book Number (ISBN) is a numeric commercial book identifier that is intended to be unique. Publishers purchase ISBNs from an affiliate of the International ISBN Agency.
An ISBN is assigned to each separate edition and ...
(ISBN) uses modulo 11 (for 10 digit ISBN) or modulo 10 (for 13 digit ISBN) arithmetic for error detection. Likewise,
International Bank Account Numbers (IBANs), for example, make use of modulo 97 arithmetic to spot user input errors in bank account numbers. In chemistry, the last digit of the
CAS registry number (a unique identifying number for each chemical compound) is a
check digit, which is calculated by taking the last digit of the first two parts of the CAS registry number times 1, the previous digit times 2, the previous digit times 3 etc., adding all these up and computing the sum modulo 10.
In cryptography, modular arithmetic directly underpins
public key systems such as
RSA
RSA may refer to:
Organizations Academia and education
* Rabbinical Seminary of America, a yeshiva in New York City
*Regional Science Association International (formerly the Regional Science Association), a US-based learned society
*Renaissance S ...
and
Diffie–Hellman, and provides
finite fields which underlie
elliptic curves, and is used in a variety of
symmetric key algorithms including
Advanced Encryption Standard (AES),
International Data Encryption Algorithm (IDEA), and
RC4. RSA and Diffie–Hellman use
modular exponentiation.
In computer algebra, modular arithmetic is commonly used to limit the size of integer coefficients in intermediate calculations and data. It is used in
polynomial factorization
In mathematics and computer algebra, factorization of polynomials or polynomial factorization expresses a polynomial with coefficients in a given field or in the integers as the product of irreducible factors with coefficients in the same d ...
, a problem for which all known efficient algorithms use modular arithmetic. It is used by the most efficient implementations of
polynomial greatest common divisor, exact
linear algebra
Linear algebra is the branch of mathematics concerning linear equations such as:
:a_1x_1+\cdots +a_nx_n=b,
linear maps such as:
:(x_1, \ldots, x_n) \mapsto a_1x_1+\cdots +a_nx_n,
and their representations in vector spaces and through matric ...
and
Gröbner basis algorithms over the integers and the rational numbers. As posted on
Fidonet in the 1980s and archived at
Rosetta Code, modular arithmetic was used to disprove
Euler's sum of powers conjecture on a
Sinclair QL microcomputer using just one-fourth of the integer precision used by a
CDC 6600
The CDC 6600 was the flagship of the 6000 series of mainframe computer systems manufactured by Control Data Corporation. Generally considered to be the first successful supercomputer, it outperformed the industry's prior recordholder, the IBM ...
supercomputer to disprove it two decades earlier via a
brute force search.
In computer science, modular arithmetic is often applied in
bitwise operations and other operations involving fixed-width, cyclic
data structures. The
modulo operation
In computing, the modulo operation returns the remainder or signed remainder of a division, after one number is divided by another (called the '' modulus'' of the operation).
Given two positive numbers and , modulo (often abbreviated as ) is ...
, as implemented in many
programming languages and
calculators, is an application of modular arithmetic that is often used in this context. The logical operator
XOR sums 2 bits, modulo 2.
In music, arithmetic modulo 12 is used in the consideration of the system of
twelve-tone equal temperament, where
octave and
enharmonic equivalency occurs (that is, pitches in a 1:2 or 2:1 ratio are equivalent, and C-
sharp is considered the same as D-
flat).
The method of
casting out nines offers a quick check of decimal arithmetic computations performed by hand. It is based on modular arithmetic modulo 9, and specifically on the crucial property that 10 ≡ 1 (mod 9).
Arithmetic modulo 7 is used in algorithms that determine the day of the week for a given date. In particular,
Zeller's congruence and the
Doomsday algorithm
The Doomsday rule, Doomsday algorithm or Doomsday method is an algorithm of determination of the day of the week for a given date. It provides a perpetual calendar because the Gregorian calendar moves in cycles of 400 years. The algorithm for men ...
make heavy use of modulo-7 arithmetic.
More generally, modular arithmetic also has application in disciplines such as
law (e.g.,
apportionment),
economics
Economics () is the social science that studies the production, distribution, and consumption of goods and services.
Economics focuses on the behaviour and interactions of economic agents and how economies work. Microeconomics analy ...
(e.g.,
game theory) and other areas of the
social science
Social science is one of the branches of science, devoted to the study of societies and the relationships among individuals within those societies. The term was formerly used to refer to the field of sociology, the original "science of soc ...
s, where
proportional
Proportionality, proportion or proportional may refer to:
Mathematics
* Proportionality (mathematics), the property of two variables being in a multiplicative relation to a constant
* Ratio, of one quantity to another, especially of a part compare ...
division and allocation of resources plays a central part of the analysis.
Computational complexity
Since modular arithmetic has such a wide range of applications, it is important to know how hard it is to solve a system of congruences. A linear system of congruences can be solved in
polynomial time with a form of
Gaussian elimination, for details see
linear congruence theorem. Algorithms, such as
Montgomery reduction, also exist to allow simple arithmetic operations, such as multiplication and
exponentiation modulo , to be performed efficiently on large numbers.
Some operations, like finding a
discrete logarithm or a
quadratic congruence appear to be as hard as
integer factorization and thus are a starting point for
cryptographic algorithms and
encryption. These problems might be
NP-intermediate.
Solving a system of non-linear modular arithmetic equations is
NP-complete.
Example implementations
Below are three reasonably fast C functions, two for performing modular multiplication and one for modular exponentiation on unsigned integers not larger than 63 bits, without overflow of the transient operations.
An algorithmic way to compute
:
[This code uses the C literal notation for unsigned long long hexadecimal numbers, which end with ]ULL
. See also section 6.4.4 of the language specificatio
n1570
uint64_t mul_mod(uint64_t a, uint64_t b, uint64_t m)
On computer architectures where an
extended precision format with at least 64 bits of mantissa is available (such as the
long double type of most x86 C compilers), the following routine is faster than a solution using a loop, by employing the trick that, by hardware,
floating-point multiplication results in the most significant bits of the product kept, while integer multiplication results in the least significant bits kept:
uint64_t mul_mod(uint64_t a, uint64_t b, uint64_t m)
Below is a C function for performing modular exponentiation, that uses the function implemented above.
An algorithmic way to compute
:
uint64_t pow_mod(uint64_t a, uint64_t b, uint64_t m)
However, for all above routines to work, must not exceed 63 bits.
See also
*
Boolean ring
*
Circular buffer
*
Division (mathematics)
Division is one of the four basic operations of arithmetic, the ways that numbers are combined to make new numbers. The other operations are addition, subtraction, and multiplication.
At an elementary level the division of two natural number ...
*
Finite field
*
Legendre symbol
*
Modular exponentiation
*
Modulo (mathematics)
*
Multiplicative group of integers modulo n
*
Pisano period (Fibonacci sequences modulo ''n'')
*
Primitive root modulo n
*
Quadratic reciprocity
*
Quadratic residue
*
Rational reconstruction (mathematics)
*
Reduced residue system
*
Serial number arithmetic (a special case of modular arithmetic)
*
Two-element Boolean algebra
* Topics relating to the group theory behind modular arithmetic:
**
Cyclic group
In group theory, a branch of abstract algebra in pure mathematics, a cyclic group or monogenous group is a group, denoted C''n'', that is generated by a single element. That is, it is a set of invertible elements with a single associative bi ...
**
Multiplicative group of integers modulo n
* Other important theorems relating to modular arithmetic:
**
Carmichael's theorem
**
Chinese remainder theorem
In mathematics, the Chinese remainder theorem states that if one knows the remainders of the Euclidean division of an integer ''n'' by several integers, then one can determine uniquely the remainder of the division of ''n'' by the product of the ...
**
Euler's theorem
**
Fermat's little theorem (a special case of Euler's theorem)
**
Lagrange's theorem
**
Thue's lemma
Notes
References
* John L. Berggren
"modular arithmetic" Encyclopædia Britannica
The ( Latin for "British Encyclopædia") is a general knowledge English-language encyclopaedia. It is published by Encyclopædia Britannica, Inc.; the company has existed since the 18th century, although it has changed ownership various ...
.
* . See in particular chapters 5 and 6 for a review of basic modular arithmetic.
* Maarten Bullynck
Modular Arithmetic before C.F. Gauss. Systematisations and discussions on remainder problems in 18th-century Germany
*
Thomas H. Cormen,
Charles E. Leiserson,
Ronald L. Rivest, and
Clifford Stein. ''
Introduction to Algorithms'', Second Edition. MIT Press and McGraw-Hill, 2001. . Section 31.3: Modular arithmetic, pp. 862–868.
Anthony Gioia ''Number Theory, an Introduction'' Reprint (2001) Dover. .
*
*
*
External links
*
* In thi
article, one can learn more about applications of modular arithmetic in art.
* A
articleon modular arithmetic on the GIMPS wiki
Modular Arithmetic and patterns in addition and multiplication tables
{{Number theory
Finite rings
Group theory
Articles with example C code