利用者:Distart/working/剰余演算 (プログラミング)

Quotient (red) and remainder (green) functions using different algorithms

In computing, the modulo (sometimes called modulus) operation finds the remainder of division of one number by another.

Given two positive numbers, a (the dividend) and n (the divisor), a modulo n (abbreviated as a mod n) is the remainder of the Euclidean division of a by n. For instance, the expression "5 mod 2" would evaluate to 1 because 5 divided by 2 leaves a quotient of 2 and a remainder of 1, while "9 mod 3" would evaluate to 0 because the division of 9 by 3 has a quotient of 3 and leaves a remainder of 0; there is nothing to subtract from 9 after multiplying 3 times 3. (Note that doing the division with a calculator won't show the result referred to here by this operation, the quotient will be expressed as a decimal fraction.)

Although typically performed with a and n both being integers, many computing systems allow other types of numeric operands. The range of numbers for an integer modulo of n is 0 to n − 1. (n mod 1 is always 0; n mod 0 is undefined, possibly resulting in a "Division by zero" error in computer programming languages) See modular arithmetic for an older and related convention applied in number theory.

When either a or n is negative, the naive definition breaks down and programming languages differ in how these values are defined.

Remainder calculation for the modulo operation

Integer modulo operators in various programming languages

Language	Operator	Result has the same sign as
ActionScript	%	Dividend
Ada	mod	Divisor
	rem	Dividend
ASP	Mod	Not defined
ALGOL-68	%×	Always positive
AMPL	mod	Dividend
APL	|	Divisor
AppleScript	mod	Dividend
AWK	%	Dividend
BASIC	Mod	Not defined
bash	%	Dividend
bc	%	Dividend
C (ISO 1990)	%	Implementation defined
C (ISO 1999)	%	Dividend
C++ (ISO 1998)	%	Implementation defined
C++ (ISO 2011)	%	Dividend
C#	%	Dividend
CLARION	%	Dividend
Clojure	mod	Divisor
COBOL	FUNCTION MOD	Divisor
ColdFusion	%, MOD	Dividend
Common Lisp	mod	Divisor
	rem	Dividend
D	%	Dividend
Dart	%	Divisor
Eiffel	\\	Dividend
Erlang	rem	Dividend
Euphoria	mod	Divisor
	remainder	Dividend
F#	%	Dividend
FileMaker	Mod	Divisor
Forth	mod	implementation defined
Fortran	mod	Dividend
	modulo	Divisor
Frink	mod	Divisor
GML (Game Maker)	mod	Dividend
Go	%	Dividend
Haskell	mod	Divisor
	rem	Dividend
J	|~	Divisor
Java	%	Dividend
JavaScript	%	Dividend
Lua 5	%	Divisor
Lua 4	mod(x,y)	Divisor
Liberty Basic	MOD	Dividend
MathCad	mod(x,y)	Divisor
Maple	e mod m	Always positive
Mathematica	Mod	Divisor
MATLAB	mod	Divisor
	rem	Dividend
Maxima	mod	Divisor
	remainder	Dividend
Maya Embedded Language	%	Always positive
Microsoft Excel	=MOD()	Divisor
Minitab	MOD	Divisor
mksh	%	Dividend
Modula-2	MOD	Divisor
MUMPS	#	Divisor
NASM NASMX	%	Unsigned Modulo Operator
	%%	Signed Modulo Operator
Oberon	MOD	Divisor
OCaml	mod	Dividend
Occam	\	Dividend
Pascal (Delphi)	mod	Dividend
Pascal (ISO-7185 and ISO-10206)	mod	Always positive
Perl	%	Dividend
PHP	%	Dividend
PIC Basic Pro	\\	Dividend
PL/I	mod	Divisor (ANSI PL/I)
PowerBuilder	mod(x,y)	?
PowerShell	%	Dividend
Progress	modulo	Dividend
Prolog (ISO 1995)	mod	Divisor
	rem	Dividend
Python	%	Divisor
Racket	remainder	Dividend
RealBasic	MOD	Dividend
R	%%	Divisor
REXX	//	Dividend
RPG	%REM	Dividend
Ruby	%, modulo()	Divisor
	remainder()	Dividend
Scala	%	Dividend
Scheme	modulo	Divisor
	remainder	Dividend
Scheme R6RS	mod	Always positive
	mod0	Closest to zero
Seed7	mod	Divisor
	rem	Dividend
SenseTalk	modulo	Divisor
	rem	Dividend
Smalltalk	\\	Divisor
	rem:	Dividend
SQL (SQL:1999)	mod(x,y)	Dividend
Standard ML	mod	Divisor
	Int.rem	Dividend
Stata	mod(x,y)	Always positive
Tcl	%	Divisor
Torque Game Engine	%	Dividend
Turing	mod	Divisor
Verilog (2001)	%	Dividend
VHDL	mod	Divisor
	rem	Dividend
Visual Basic	Mod	Dividend
x86 Assembly	IDIV	Dividend

Floating-point modulo operators in various programming languages

Language	Operator	Result has the same sign as
C (ISO 1990)	fmod	?
C (ISO 1999)	fmod	Dividend
	remainder	Closest to zero
C++ (ISO 1998)	std::fmod	?
C++ (ISO 2011)	std::fmod	Dividend
	std::remainder	Closest to zero
C#	%	Dividend
Common Lisp	mod	Divisor
	rem	Dividend
D	%	Dividend
F#	%	Dividend
Fortran	mod	Dividend
	modulo	Divisor
Go	math.Fmod	Dividend
Haskell (GHC)	Data.Fixed.mod'	Divisor
Java	%	Dividend
JavaScript	%	Dividend
OCaml	mod_float	Dividend
Perl	POSIX::fmod	Dividend
Perl6	%	Divisor
PHP	fmod	Dividend
Python	%	Divisor
	math.fmod	Dividend
REXX	//	Dividend
Ruby	%, modulo()	Divisor
	remainder()	Dividend
Scheme R6RS	flmod	Always positive
	flmod0	Closest to zero
Standard ML	Real.rem	Dividend

In mathematics the result of the modulo operation is the remainder of the Euclidean division. However, other conventions are possible. Computers and calculators have various ways of storing and representing numbers; thus their definition of the modulo operation depends on the programming language and/or the underlying hardware.

In nearly all computing systems, the quotient q and the remainder r satisfy

$q\in \mathbb {Z}$

$a=n\times q+r\,$

$\left|r\right|<\left|n\right|.$

This means that, if the remainder is nonzero, there are two possible choices for the remainder, one negative and the other positive, and there are also two possible choices for the quotient. Usually, in number theory, the positive remainder is always chosen, but programming languages choose depending on the language and the signs of a and n. Pascal and Algol68 give a positive remainder (or 0) even for negative divisors, and some programming languages, such as C89, don't even define a result if either of n or a is negative. See the table for details. a modulo 0 is undefined in the majority of systems, although some do define it to be a.

Many implementations use truncated division where the quotient is defined by truncation q = trunc(a/n), in other words it is the first integer in the direction of 0 from the exact rational quotient, and the remainder by r=a − n q. Informally speaking the quotient is "rounded towards zero", and the remainder therefore has the same sign as the dividend.

Knuth described floored division where the quotient is defined by the floor function q=floor(a/n) and the remainder r is

$r=a-nq=a-n\left\lfloor {a \over n}\right\rfloor .$

Here the quotient is always rounded downwards (even if it is already negative) and the remainder has the same sign as the divisor.

Raymond T. Boute introduces the Euclidean definition, which is the one in which the remainder is always positive or 0, and is therefore consistent with the division algorithm (see Euclidean division). This definition is marked as "Always positive" in the table. Let q be the integer quotient of a and n, then:

$q\in \mathbb {Z}$

$a=n\times q+r\,$

$0\leq r<|n|.$

Two corollaries are that

$n>0\Rightarrow q=\left\lfloor {\frac {a}{n}}\right\rfloor$

$n<0\Rightarrow q=\left\lceil {\frac {a}{n}}\right\rceil ,$

or, equivalently,

$q=\operatorname {sgn}(n)\left\lfloor {\frac {a}{\left|n\right|}}\right\rfloor .$

As described by Leijen,

Boute argues that Euclidean division is superior to the other ones in terms of regularity and useful mathematical properties, although floored division, promoted by Knuth, is also a good definition. Despite its widespread use, truncated division is shown to be inferior to the other definitions.

Common Lisp also defines round- and ceiling-division where the quotient is given by q=round(a/n), q=ceil(a/n). IEEE 754 defines a remainder function where the quotient is a/n rounded according to the round to nearest convention.

Common pitfalls

When the result of a modulo operation has the sign of the dividend, it can sometimes lead to surprising mistakes:

For example, to test whether an integer is odd, one might be inclined to test whether the remainder by 2 is equal to 1:

bool is_odd(int n) {
    return n % 2 == 1;
}

But in a language where modulo has the sign of the dividend, that is incorrect, because when n (the dividend) is negative and odd, n % 2 returns -1, and the function returns false.

One correct alternative is to test that it is not 0 (because remainder 0 is the same regardless of the signs):

bool is_odd(int n) {
    return n % 2 != 0;
}

Or, by understanding in the first place that for any odd number, the modulo remainder may be either 1 or -1:

bool is_odd(int n) {
    return n % 2 == 1 || n % 2 == -1;
}

Modulo operation expression

Some calculators have a mod() function button, and many programming languages have a mod() function or similar, expressed as mod(a, n), for example. Some also support expressions that use "%", "mod", or "Mod" as a modulo or remainder operator, such as

a % n

or

a mod n

or equivalent, for environments lacking a mod() function (note that 'int' inherently produces the floor value of a/n)

a - (n * int(a/n)).

Performance issues

Modulo operations might be implemented such that a division with a remainder is calculated each time. For special cases, there are faster alternatives on some hardware. For example, the modulo of powers of 2 can alternatively be expressed as a bitwise AND operation:

x % 2n == x & (2n - 1).

Examples (assuming x is a positive integer):

x % 2 == x & 1

x % 4 == x & 3

x % 8 == x & 7.

In devices and software that implement bitwise operations more efficiently than modulo, these alternative forms can result in faster calculations.

Optimizing compilers may recognize expressions of the form expression % constant where constant is a power of two and automatically implement them as expression & (constant-1). This can allow the programmer to write clearer code without compromising performance. (Note: This will not work for the languages whose modulo have the sign of the dividend (including C), because if the dividend is negative, the modulo will be negative; however, expression & (constant-1) will always produce a positive result. So special treatment has to be made when the dividend can be negative.)

Equivalencies

Some modulo operations can be factored or expanded similar to other mathematical operations. This may be useful in cryptography proofs, such as the Diffie–Hellman key exchange.

• Identity:
  • $(a\,{\bmod {\,}}n)\,{\bmod {\,}}n=a\,{\bmod {\,}}n$
  • $n^{x}\,{\bmod {\,}}n=0$ for all positive integer values of $x$.
  • If $n$ is a prime number which is not a divisor of $b$, then $ab^{n-1}\,{\bmod {\,}}n=a\,{\bmod {\,}}n$, due to Fermat's little theorem.
• Inverse:
  • $((-a\,{\bmod {\,}}n)+(a\,{\bmod {\,}}n))\,{\bmod {\,}}n=0$
  • $b^{-1}\,{\bmod {\,}}n$ denotes the modular multiplicative inverse, which is defined if and only if $b$ and $n$ are relatively prime, which is the case when the left hand side is defined: $((b^{-1}\,{\bmod {\,}}n)\,(b\,{\bmod {\,}}n))\,{\bmod {\,}}n=1$.
• Distributive:
  • $(a+b)\,{\bmod {\,}}n=((a\,{\bmod {\,}}n)+(b\,{\bmod {\,}}n))\,{\bmod {\,}}n$
  • $ab\,{\bmod {\,}}n=((a\,{\bmod {\,}}n)\,(b\,{\bmod {\,}}n))\,{\bmod {\,}}n$
• Division (definition): ${\frac {a}{b}}\,{\bmod {\,}}n=((a\,{\bmod {\,}}n)(b^{-1}\,{\bmod {\,}}n))\,{\bmod {\,}}n$, when the right hand side is defined. Not defined otherwise.
• Inverse Multiplication: $((ab\,{\bmod {\,}}n)\,(b^{-1}\,{\bmod {\,}}n))\,{\bmod {\,}}n=a\,{\bmod {\,}}n$

Common misconceptions

It is a common mistake to believe that ${\frac {a}{b}}\,{\bmod {\,}}n={\frac {a\,{\bmod {\,}}n}{b\,{\bmod {\,}}n}}$ for rational numbers; however this property is not true, for instance ${\frac {24}{3}}\,{\bmod {\,}}5=8\,{\bmod {\,}}5=3$ but ${\frac {24\,{\bmod {\,}}5}{3\,{\bmod {\,}}5}}={\frac {4}{3}}\neq 3$.

Another common mistake is to forget the last ${\bmod {\,}}n$ in the above formulas. Using the same example $((24\,{\bmod {\,}}5)(3^{-1}\,{\bmod {\,}}5))=4\cdot 2=8\neq 3$; however $8\,{\bmod {\,}}5=3$.

See also

• Modulo (disambiguation) and modulo (jargon) – many uses of the word "modulo", all of which grew out of Carl F. Gauss's introduction of modular arithmetic in 1801.
• Modular exponentiation

Notes

• ^ Perl usually uses arithmetic modulo operator that is machine-independent. See the Perl documentation for exceptions and examples.
• ^ Mathematically, these two choices are but two of the infinite number of choices available for the inequality satisfied by a remainder.
• ^ Divisor must be positive, otherwise not defined.
• ^ As implemented in ACUCOBOL, Micro Focus COBOL, and possibly others.