List of mathematical symbols

Last updated

A mathematical symbol is a figure or a combination of figures that is used to represent a mathematical object, an action on mathematical objects, a relation between mathematical objects, or for structuring the other symbols that occur in a formula. As formulas are entierely constitued with symbols of various types, many symbols are needed for expressing all mathematics.

Contents

The most basic symbols are the decimal digits (0, 1, 2, 3, 4, 5, 6, 7, 8, 9), and the letters of the Latin alphabet. The decimal digits are used for representing numbers through the Hindu–Arabic numeral system. Historically, upper-case letters were used for representing points in geometry, and lower-case letters were used for variables and constants. Letters are used for representing many other sort of mathematical objects. As the number of these sorts has dramatically increased in modern mathematics, the Greek alphabet and some Hebrew letters are also used. In mathematical formulas, the standard typeface is italic type for Latin letters and lower-case Greek letters, and upright type for upper case Greek letters. For having more symbols, other typefaces are also used, mainly boldface script typeface (the lower-case script face is rarely used because of the possible confusion with the standard face), German fraktur and blackboard bold (the other letters are rarely used in this face, or their use is controversial).

The use of letters as symbols for variables and numerical constants is not described in this article. For these uses, see Variable (mathematics) and List of mathematical constants.

Letters are not sufficient for the need of mathematicians, and many other symbols are used. Some take their origin in punctuation marks and diacritics traditionally used in typography. Other, such as + and =, have been specially designed for mathematics, often by deforming some letters, such as or

Layout

Normally, entries of a glossary are structured by topics and sorted alphabetically. This is not possible here, as there is no natural order on symbols, and many symbols are used in different parts of mathematics with different meanings, often completely unrelated. Therefore some arbitrary choices had to be done, which are summarized below.

The article is split in sections that are sorted by increasing level of technicality. That is, the first sections contain the symbols that are encountered in most mathematical texts, and that are supposed to be known even by beginners. On the other hand, the last sections contain symbols that are specific to some area of mathematics and are ignored outside these areas.

Most symbols have multiple meanings that are generally distinguished either by the area of mathematics where there are used or by their syntax, that is, by their position inside a formula and the nature of the other parts of the formula that are close to them.

As readers may be not aware of the area of mathematics to which is related the symbol that they are looking for, the different meanings of a symbol are grouped in the section corresponding to their most common meaning.

When the meaning depends on the syntax, a symbol may have different entries depending on the syntax. For summarizing the syntax in the entry name, the symbol is used for representing the neighboring parts of a formula that contains the symbol. See § Brackets for examples of use.

Most symbols have two printed versions. They can be displayed as Unicode characters, or in LaTeX format. With the Unicode version, using search engines and copy-pasting are easier. On the other hand, the LaTeX rendering is often much better (more aesthetic), and is generally considered as a standard in mathematics. Therefore, in this article, the Unicode version of the symbols is used (when possible) for labelling their entry, and the LaTex version is used in their description. So, for finding how to type a symbol in LaTeX, it suffices to look at the source of the article.

For most symbols, the entry name is the corresponding Unicode symbol. So, for searching the entry of a symbol, it suffices to type or copy the unicode symbol in the search window. Similarly, when possible, the entry name of a symbol is also an anchor, which allows linking easily from another Wikipedia article. When an entry name contains special characters such as [, ], and |, there is also an anchor, but one has to look at the article source to know it.

Finally, when there is an article on the symbol itself (not its mathematical meaning), it is linked to in the entry name.

Arithmetic operators

+
1.  Denotes addition and is read as plus; for example, 3 + 2.
2.  Sometimes used instead of for a disjoint union of sets.
1.  Denotes subtraction and is read as minus; for example, 3 – 2.
2.  Denotes the additive inverse and is read as the opposite of; for example, –2.
3.  Also used in place of \ for denoting the set-theoretic complement; see \ in § Set theory.
×
1.  In elementary arithmetic, denotes multiplication, and is read as times; for example 3 × 2.
2.  In geometry and linear algebra, denotes the cross product.
3.  In set theory and category theory, denotes the Cartesian product and the direct product. See also × in § Set theory.
·
1.  Denotes multiplication and is read as times; for example 3 ⋅ 2.
2.  In geometry and linear algebra, denotes the dot product.
3.  Placeholder used for replacing an indeterminate element. For example, "the absolute value is denoted | · |" is clearer than saying that it is denoted as | |.
±
1.  Denotes either a plus sign or a minus sign
2.  Denotes the range of values that a measured quatity may have; for example, 10 ± 2 denotes a unknown value that lies between 8 and 12.
Used paired with ±, denotes the opposite sign, that is + if ± is , and if ± is +.
÷
Widely used for denoting division in anglophone countries, it is no longer in common use in mathematics and its use is "not recommended". [1] In some countries, it can indicate subtraction.
:
1.  Denotes the ratio of two quantities.
2.  In some countries, may denote division.
/
1.  Denotes division and is read as divided by or over. Often replaced by a horizontal bar. For example 3 / 2 or
2.  Denotes a quotient structure. For example quotient set, quotient group, quotient category, etc.
3.  In number theory and field theory, denotes a field extension, where F is an extension field of the field E.
4.  In probability theory, denotes a conditional probability. For example, denotes the probability of A, given that B occurs. Also denoted see "|".
Denotes square root and is read as square root of. Rarely used in modern mathematics without an horizontal bar delimiting the width of its argument (see the next item). For example √2.
  
1.  Denotes square root and is read as square root of. For example
2.  With an integer greater than 2 as a left superscript, denotes an nth root. For example
^
1.   Exponentiation is normally denoted with a superscript. However, is often denoted x^y when superscripts are not easily available, such as in programming languages (including LaTeX) or plain text emails.
2.  Not to be confused with .

Equality, equivalence and similarity

=
1.  Denotes equality.
2.  Used for naming a mathematical object in a sentence like "let ", where E is an expression. On a blackboard and in some mathematical texts, this may be abbreviated as This is related with the concept of assignment in computer science, which is variously denoted (depending on the used programming language)
Denotes inequality and means "not equal".
Means "is approximatively equal to". For example, π ≈ 3.1415.
~
1.  Between two numbers, either it is used in place of for meaning "approximatively equal", or it means "has the same order of magnitude as".
2.  Denotes the asymptotic equivalence of two functions or sequences.
3.  Often used for denoting other types of similarity, for example, matrix similarity or similarity of geometric shapes.
4.  Standard notation for an equivalence relation.
1.  Denotes an identity, that is an equality that is true whichever values are given to the variables occurring in it.
2.  In number theory, and more specifically in modular arithmetic, denotes the congruence modulo an integer.
1.  May denote an isomorphism between two mathematical structures, and is read as "is isomorphic to".
2.  In geometry, may denote the congruence of two geometric shapes (that is the equality up to a displacement), and is read "is congruent to".

Comparison

<
1.   Strict inequality between two numbers; means and is read as "less than".
2.  Commonly used for denoting any strict order.
3.  Between two groups, may mean that the first one is a proper subgroup of the second one.
>
1.   Strict inequality between two numbers; means and is read as "greater than".
2.  Commonly used for denoting any strict order.
3.  Between two groups, may mean that the second one is a proper subgroup of the first one.
1.  Means "less than or equal to". That is, whichever A and B are, AB is equivalent with A < B or A = B.
2.  Between two groups, may mean that the first one is a subgroup of the second one.
1.  Means "greater than or equal to". That is, whichever A and B are, AB is equivalent with A > B or A = B.
2.  Between two groups, may mean that the second one is a subgroup of the first one.
≪ , ≫
1.  Mean "much less than" and "much greater than". Generally, much is not formally defined, but means that the lesser quantity can be neglected with respect to the other. This is generally the case when the lesser quantity is smaller than the other by one or several orders of magnitude.
2.  In measure theory, means that the measure is absolutely continuous with respect to the measure
1.  A rarely used synonym of . Despite the easy confusion with , some authors use it with a different meaning.
≺ , ≻
Often used for denoting an order or, more generally, a preorder, when it would be confusing or not convenient to use < and >.

Brackets

Many sorts of brackets are used in mathematics. Their meanings depend not only on their shapes, but also of the nature and the arrangement of what is delimited by them, and sometimes what appears between or before them. For this reason, in the entry titles, the symbol is used for schematizing the syntax that underlies the meaning.

Parentheses

(□)
Used in an expression for specifying that the sub-expression between the parentheses has to be considered as a single entity; typically used for specifying the order of operations.
□(□)
□(□, □)
□(□, ..., □)
1.   Functional notation: if the first is the name (symbol) of a function, denotes the value of the function applied to the expression between the parentheses; for example In the case of a multivariate function, the parentheses contain several expressions separated by commas, such as
2.  May also denote a product, such as in When the confusion is possible, the context must distinguish which symbols denote functions, and which ones denote variables.
(□, □)
1.  Denotes an ordered pair of mathematical objects, for example
2.  If a and b are real numbers, or and a < b, then denotes the open interval delimited by a and b. See ]□, □[ for an alternative notation.
3.  If a and b are integers, may denote the greatest common divisor of a and b. Notation is often used instead.
(□, □, □)
If x, y, z are vectors in then may denote the scalar triple product.[ citation needed ] See also [□,□,□] in § Square brackets.
(□, ..., □)
Denotes a tuple. If there are n objects separated by commas, it is an ntuple.
(□, □, ...)
(□, ..., □, ...)
Denotes an infinite sequence.
Denotes a matrix. Often denoted with square brackets.
Denotes a binomial coefficient: Given two nonnegative integers, is read as "n choose k", and is defined as the integer (if k = 0, its value is conventionally 1). Using the left-hand-side expression, it denotes a polynomial in n, and is thus defined and used for any real or complex value of n.
(/)
Legendre symbol: If p is an odd prime number and a is an integer, the value of is 1 if a is a quadratic residue modulo p; it is –1 if a is a quadratic non-residue modulo p; it is 0 if p divides a. The same notation is used for the Jacobi symbol and Kronecker symbol, which are generalizations where p is respectively any odd positive integer, or any integer.

Square brackets

[□]
1.  Sometimes used as a synonym (□) for avoiding nested parentheses.
2.   Equivalence class: given an equivalence relation, denotes often the equivalence class of the element x.
3.   Integral part: if x is a real number, [x] denotes often the integral part or truncation of x, that is the integer obtained by removing all digits after the decimal mark. This notation has also been used for other variants of floor and ceiling functions.
4.   Iverson bracket: if P is a predicate, may denote the Iverson bracket, that is the function that takes the value 1 for the values of the free variables in P for which P is true, and takes the value 0 otherwise. For example, is the Kronecker delta function, which equals one if and zero otherwise.
□[□]
Image of a subset: if S is a subset of the domain of the function f, then is sometimes used for denoting the image] of S. When no confusion is possible, notation f(S) is commonly used.
[□, □]
1.   Closed interval: if a and b are real numbers such that , then denotes the closed interval defined by them.
2.   Commutator (group theory): if a and b belong to a group, then
3.   Commutator (ring theory): if a and b belong to a ring, then
4.  Denotes the Lie bracket, the operation of a Lie algebra.
[□ : □]
1.   Degree of a field extension: if F is an extension of a field E, then denotes the degree of the field extension For example,
2.   Index of a subgroup: if H is a subgroup of a group E, then denotes the index of H in G. The notation |G:H| is also used
[□, □, □]
If x, y, z are vectors in then may denote the scalar triple product. [2] See also (□,□,□) in § Parentheses.
Denotes a matrix. Often denoted with parentheses.

Braces

{ }
Set-builder notation for the empty set, also denoted or .
{□}
1.  Sometimes used as a synonym (□) and [□] for avoiding nested parentheses.
2.   Set-builder notation for a singleton set: denotes the set that has x as a single element.
{□, ..., □}
Set-builder notation: denotes the set whose elements are listen between the braces, separated by commas.
{□ : □}
{□ | □}
Set-builder notation: if is a predicate depending on a variable x, then both and denote the set formed by the values of x for which is true.
Single brace
1.  Used for emphasizing that several equations have to be considered as simultaneous equations; for example
2.   Piecewise definition; for example
3.  Used for grouped annotation of elements in a formula; for example

Other brackets

|□|
1.   Absolute value: if x is a real or complex number, denotes its absolute value.
2.  Number of elements: If S is a set, may denote its cardinality, that is its number of elements. is also often used, see #.
3.  Length of a line segment: If P and Q are two points in a Euclidean space, then denotes often the length of the line segment that they define, which is the distance from P to Q, and is often denoted
4.  For a similarly looking operator, see |.
|□:□|
Index of a subgroup: if H is a subgroup of a group E, then denotes the index of H in G. The notation [G:H] is also used
denotes the determinant of the square matrix
||□||
1.  Denotes the norm of an element of a normed vector space.
2.  For the similarly looking operator named parallel, see .
⌊□⌋
Floor function: if x is a real number, is the largest integer that is not greater than x.
⌈□⌉
Ceil function: if x is a real number, is the smallest integer that is not smaller than x.
⌊□⌉
Nearest integer function: if x is a real number, is the integer that is the closest to x.
]□, □[
Open Interval: If a and b are real numbers, or and then denotes the open interval delimited by a and b. See (□, □) for an alternative notation.
(□, □]
]□, □]
Both notations are used for a left-open interval.
[□, □)
[□, □[
Both notations are used for a right-open interval.
⟨□⟩
1.   Generated object: if S is a set of elements in a algebraic structure, denotes often the object generated by S. If one writes (that is, braces are omitted). In particular, this may denotes
2.  Often used, mainly in physics, for denoting an expected value. In probability theory, is generally used instead of
⟨□ , □⟩
⟨□ | □⟩
Both and are commonly used for denoting the inner product in an inner product space.
⟨□| and |□⟩
Bra–ket notation or Dirac notation: if x and y are elements of an inner product space, is the vector defined by x, and is the covector defined by y; their inner product is

Set theory

Denotes the empty set, and is more often written Using set-builder notation, it may also be denoted { }.
#
1.  Number of elements: may denote the cardinality of the set S. An alternative notation is see ||.
2.   Primorial: denotes the product of the prime numbers that are not greater than n.
3.  In topology, denotes the connected sum of two manifolds or two knots.
Denotes set membership, and is read "in" or "belongs to". That is, means that x is an element of the set S.
Means "not in". That is, means
Denotes set inclusion. However two slightly different definitions are common. It seems that the first one is more commonly used in recent texts, since it allows often avoiding case distinction.
1.   may mean that A is a subset of B, and is possibly equal to B; that is, every element of A belongs to B; in formula,
2.   may mean that A is a proper subset of B, that is the two sets are different, and every element of A belongs to B; in formula,
means that A is a subset of B. Used for emphasizing that equality is possible, or when the second definition is used for
means that A is a proper subset of B. Used for emphasizing that or when the first definition is used for
⊃ , ⊇ ,
The same as the preceding ones with the operands reverted. For example, is equivalent with
Denotes set-theoretic union, that is, is the set formed by the elements of A and B together. That is,
Denotes set-theoretic intersection, that is, is the set formed by the elements of both A and B. That is,
\
Set difference; that is, is the set formed by the elements of A that are not in B. Sometimes, is used instead; see in § Arithmetic operators.
Symmetric difference: that is, is the set formed by the elements that belong to exactly one of the two sets A and B. Notation is also used; see Δ.
1.  With a subscript, denotes a set complement: that is, if then
2.  Without a subscript, denotes the absolute complement; that is, where U is a set implicitely defined by the context, which contains all sets under consideration. This set U is sometimes called the universe of discourse.
×
See also × in § Arithmetic operators.
1.  Denotes the Cartesian product of two sets. That is, is the set formed by all pairs of an element of A and an element of B.
2.  Denotes the direct product of two mathematical structures of the same type, which is the Cartesian product of the underlying sets, equipped with a structure of the same type. For example, direct product of rings, direct product of topological spaces.
3.  In category theory, denotes the direct product (often called simply product) of two objects, which is a generalization of the preceding concepts of product.
Denotes the disjoint union. That is, if A and B are two sets, where C is a set formed by the elements of B renamed for not belonging to A.
1.  Alternative of for denoting disjoint union.
2.  Denotes the coproduct of mathematical structures or of objects in a category.

Basic logic

Several logical symbols are widely used in all mathematics, and are listed here. For symbols that are used only in mathematical logic, or are rarely used, see List of logic symbols.

¬
Denotes logical negation, and is read as "not". If E is a logical predicate, is the predicate that evaluates to true if and only if E evaluates to false. For clarity, it is often replaced by the word "not". In programming languages and some mathematical texts, it is often replaced by "~" or "!", which are easier to type on a keyboard.
1.  Denotes the logical or, and is read as "or". If E and F are logical predicates, is true if either E, F, or both are true. It is often replaced by the word "or".
2.  In lattice theory, denotes the join or least upper bound operation.
3.  In topology, denotes the wedge sum of two pointed spaces.
1.  Denotes the logical and, and is read as "and". If E and F are logical predicates, is true if E and F are both true. It is often replaced by the word "and" or the symbol "&".
2.  In lattice theory, denotes the meet or greatest lower bound operation.
3.  In multilinear algebra, geometry, and multivariable calculus denotes the wedge product or the exterior product.
Exclusive or: if E and F are two Boolean variables or predicates, denotes the exclusive or. Notations EXORF and are also commonly used; see .
1.  Denotes universal quantification and is read "for all". If E is a logical predicate, means that E is true for all possible values of the variable x.
2.  Often used improperly in plain text as an abbreviation of "for all" or "for every".
1.  Denotes existential quantification and is read "there exists ... such that". If E is a logical predicate, means that there exists at least one value of x for which E is true.
2.  Often used improperly in plain text as an abbreviation of "there exists".
∃!
Denotes uniqueness quantification, that is, means "there exists exactly one x such that P (is true)". In other words, is an abbreviation of
1.  Denotes material conditional, and is read as "implies". If P and Q are logical predicates, means that if P is true, then Q is also true. Thus, is logically equivalent with
2.  Often used improperly in plain text as an abbreviation of "implies".
1.  Denotes logical equivalence, and is read "is equivalent to" or "if and only if. If P and Q are logical predicates, is thus an abbreviation of or of
2.  Often used improperly in plain text as an abbreviation of "if and only if".
1.   denotes the logical predicate always true.
2.  Denotes also the truth value true.
3.  Sometimes denotes the top element of a bounded lattice (previous meanings are specific examples).
4.  For the use as a superscript, see .
1.   denotes the logical predicate always false.
2.  Denotes also the truth value false.
3.  Sometimes denotes the bottom element of a bounded lattice (previous meanings are specific examples).
4.  As a binary operator, denotes perpendicularity and orthogonality. For example, if A, B, C are three points in a Euclidean space, then means that the line segments AB and AC are perpendicular, and form a right angle.
5.  For the use as a superscript, see .

Blackboard bold

The blackboard bold typeface is widely used for denoting the basic number systems. These systems are often denoted also by the corresponding uppercase bold letter. A clear advantage of blackboard bold, is that these symbols cannot be confused with anything else. This allows using them in any area of mathematics, without having to recall their definition. For example, if one encounter in combinatorics, one should immediately know that this denotes the real numbers, although combinatorics does not study the real numbers (but it uses them for many proofs).

Denotes the set of natural numbers or sometimes It is often denoted also
Denotes the set of integers It is often denoted also
1.  Denotes the set of p-adic integers, where p is a prime number.
2.  Sometimes, denotes the integers modulo n, where n is an integer greater than 1. The notation is also used, and is less ambiguous.
Denotes the set of rational numbers (fractions of two integers). It is often denoted also
Denotes the set of p-adic numbers, where p is a prime number.
Denotes the set of real numbers. It is often denoted also
Denotes the set of complex numbers. It is often denoted also
Denotes the set of quaternions. It is often denoted also
Denotes the finite field with q elements, where q is a prime number or a prime power. It is denoted also GF(q).

Calculus

'
Lagrange's notation for the derivative: if f is a function of a single variable, read as "f prime" is the derivative of f with respect to this variable. The second derivative is the derivative, and is denoted
Newton's notation, most commonly used for the derivative with respect to time: if x is a variable depending on time, then is its derivative with respect to time. In particular, if x represents a moving point, then is its velocity.
Newton's notation, for the second derivative: in particular, if x is a variable that represents a moving point, then is its acceleration.
d/d
Leibniz's notation for the derivative, which is used in several slightly different ways.
1.  If y is a variable that depends on x, then read as "d y over d x", is the derivative of y with respect to x.
2.  If f is a function of a single variable x, then is the derivative of f, and is the value of the derivative at a.
3.   Total derivative: if is a function of several variables that depend on x, then is the derivative of f considered as a function of x. That is,
∂□/∂□
Partial derivative: if is a function of several variables, is the derivative with respect to the ith variable considered as an independent variable, the other variable being considered as constants.
1.   Complex conjugate: if z is a complex number, then is its complex conjugate. For example,
2.   Topological closure: if S is a subset of a topological space T, then is its topological closure, that is, the smallest closed subset of T that contains S.
3.   Algebraic closure: if F is a field, then is its algebraic closure, that is, the smallest algebraically closed field that contains F. For example, is the field of all algebraic numbers.
4.   Mean value: if x is variable that takes its values in some set of numbers S, then may denote the mean of the elements of S.
1.   denotes a function with domain A and codomain B. For naming such a function, one writes which is read as "f from A to B".
2.  More generally, denotes a homomorphism or a morphism from A to B.
3.  May denote a logical implication. For the material implication that is widely used in mathematics reasoning, it is nowadays generally replaced by . In mathematical logic, it remains used for denoting implication, but its exact meaning depends on the specific theory that is studied.
4.  Over a variable name, means that the variable represents a vector, in a context where ordinary variables represent scalars; for example, Boldface () or a circumflex () are ofen used for the same purpose.
5.  In Euclidean geometry and more generally in affine geometry, denotes the vector defined by the two points P and Q, which can be identified with the translation that maps P to Q. The same vector can be denoted also see Affine space.
Used for defining a function without having to name it. For example, is the square function.
[3]
1.   Function composition: if f and g are two functions, then is the function such that for every value of x.
2.   Hadamard product of matrices: if A and B are two matrices of the same size, then is the matrix such that Possibly, is also used instead of for the Hadamard product of power series.[ citation needed ]
1.   Boundary of a topological subspace: if S is a subspace of a topological space, then its boundary, denoted is the set difference between the closure and the interior of S.
2.   Partial derivative: see ∂□/∂□.
1.  Without a subscript, denotes an antiderivative. For example,
2.  With a subscript and a superscript, denotes a definite integral, For example,
3.  With a subscript that denotes a curve, denotes a line integral. For example, if r is a parametrization of the curve C, from a to b.
Often used, typically in physics, instead of for line integrals over a closed curve.
∬, ∯
Similar to and for surface integrals.
Nabla, the vector differential operator , also called del.
Δ
1.   Laplace operator or Laplacian: Also denoted 2, where the square represents a sort of dot product of and itself.
2.  May denote the symmetric difference of two sets, that is the set of the elements that belong to exactly to one of the sets. Also denoted .
3.  Also used for denoting the operator of finite difference.
Denotes the d'Alembertian or d'Alembert operator, which is a generalization of the Laplacian to non-Euclidean spaces.

Linear and multilinear algebra

1.  Denotes the sum of a finite number of terms, which are determined by underscripts and superscripts such as in or
2.  Denotes a series and, if the series is convergent, the sum of the series. For example
1.  Denotes the product of a finite number of terms, which are determined by underscripts and superscripts such as in or
2.  Denotes an infinite product. For example the Riemann zeta function is defined as
3.  Also used for the Cartesian product of more than two sets and the direct product of more than two mathematical structures.
1.  Internal direct sum: if E and F are abelian subgroups of an abelian group V, notation means that V is the direct sum of E and F; that is, every element of V can be written in a unique way as the sum of an element of E and an element of V. This applies also when E and F are linear subspaces or submodules of the vector space or module V.
2.   Direct sum: if E and F are two abelian groups, vector spaces, or modules, then their direct sum, denoted is an abelian group, vector space, or module (respectively) equipped with two monomorphisms and such that is the internal direct sum of and This definition makes sense because this direct sum is unique up to a unique isomorphism.
3.   Exclusive or: if E and F are two Boolean variables or predicates, may denote the exclusive or. Notations EXORF and are also commonly used; see .
Denotes the tensor product. If E and F are abelian groups, vector spaces, or modules over a commutative ring, then the tensor product of E and F, denoted is an abelian group, a vector space or a module (respectively), equipped with a bilinear map from to such that the bilinear maps from to any abelian group, vector space or module G can be identified with the linear maps from to G. If E and F are vector spaces over a field R, or modules over a ring R, the tensor product is often denoted for avoiding ambiguities.
1.   Transpose: if A is a matrix, denotes the transpose of A, that is the matrix obtained by exchanging rows and columns of A. Notation is also used. The symbol is often replaced by the letter T or t.
2.  For inline uses of the symbol, see .
1.   Orthogonal complement: If W is a linear subspace of an inner product space V, then denotes its orthogonal complement, that is the linear space of the elements of V whose inner products with the elements of W are all zero.
2.   Orthogonal subspace in the dual space: If is a W is a linear subspace (or a submodule) of a vector space (or of a module) V, then may denote the orthogonal subspace of W, that is the set of all linear forms that map W to zero.
2.  For inline uses of the symbol, see .

Advanced group theory


1.  Inner semidirect product: if N and H are subgroups of a group G, such that N is a normal subgroup of G, then and mean that G is the semidirect product of N and H, that is that every element of G can be uniquely decomposed as the product of an element of N and an element of H (contrarily to the direct product of groups, the element of H may change if the order of the factors is changed)
2.  Outer semidirect product: if N and H are two groups, and is a group homomorphism from N to the automorphism group of H, then denotes a group G, unique up to a group isomorphism which is a semidirect product of N and H, with the commutation of elements of N and H defined by
In group theory, denotes the wreath product of the groups G and H. Its is also denoted as or see Wreath product § Notation and conventions for several notation variants.

Infinite numbers

1.  The symbol is read as infinity. As an upper bound of a summation, an infinite product, an integral, etc., means that the computation is unlimited. Similarly, in a lower bound means that the computation is not limited toward negative values.
2.   and are the generalized numbers that are added to the real line for forming the extended real line
3.   is the generalized number that is added to the real line for forming the projectively extended real line.
𝔠
denotes the cardinality of the continuum, which is the cardinality of the set of real numbers.
With an ordinal i as a subscript, denotes the ith aleph number, that is the ith infinite cardinal. For example, is the smallest infinite cardinal, that is, the cardinal of the natural numbers.
With an ordinal i as a subscript, denotes the ith beth number. For example, is the cardinal of the natural numbers, and is the cardinal of the continuum.
ω
1.  Denotes the first limit ordinal. It is also denoted and can be identified with the ordered set of the natural numbers.
2.  With an ordinal i as a subscript, denotes the ith limit ordinal that has a cardinality greater than that of all preceding ordinals.
3.  In computer science, denotes the (unknown) greatest lower bound for the exponent of the computational complexity of matrix multiplication.
4.  Written as a function of another function, it is used for comparing the asymptotic growth of two functions. See Big O notation § Related asymptotic notations.
5.  In number theory, may denote the prime omega function. That is, is the number of distinct prime factors of the integer n.

Abbreviation of English phrases and logical punctuation

In this section, the symbols that are listed are used as some sort of punctuation marks in mathematics reasoning, or as abbreviations of English phrases. They are generally not used inside a formula. Some were used in classical logic for indicating the logical dependence between sentences written in plain English. Except for the first one, they are normally not used in printed mathematical texts since, for readability, it is generally recommended to have at least one word between two formulas. However, they are still used on a black board for indicating relationships between formulas.

■ , □
Used for marking the end of a proof and separating it from the current text. The initialism Q.E.D. or QED (quod erat demonstrandum) is often used for the same purprose, either in its upper-case form or in lower case.
Abbreviation of "therefore". Placed between two assertions, it means that the first one implies the second one. For example: "All humans are mortal, and Socrates is a human. ∴ Socrates is mortal."
Abbreviation of "because" or "since". Placed between two assertions, it means that the first one is implied by the second one. For example: "11 is prime ∵ it has no positive integer factors other than itself and one."
1.  Abbreviation of "such that". For example is normally printed "x such that
2.  Sometimes used for reversing the operands of that is, has the same meaning as See in § Set theory.
Abbreviation of "is proportional to".

Miscellaneous

!
Factorial: if n is a positive integer, n! is the product of the n first positive integers, and is read as "factorial n".
*
Many different uses in mathematics; see Asterisk § Mathematics.
|
1.   Divisibility: if m and n are two integers, means that m divides n evenly.
2.  In set-builder notation, it is used as a separator meaning "such that"; see {□ | □}.
3.   Restriction of a function: if f is a function, and S is a subset of its domain, then is the function with S as a domain that equals f on S.
4.   Conditional probability: denotes the probability of X given that the event E occurs. Also denoted , see "/".
5.  For several uses as brackets (in pairs or with and ) see § Other brackets.
Non-divisibility: means that n is not a divisor of m.
1.  Denotes parallelism in elementary geometry: if PQ and RS are two lines, means that they are parallel.
2.   Parallel, an arithmetical operation used in electrical engineering for modeling parallel resistors:
3.  Used in pair as brackets, denotes a norm; see ||□||.
Sometimes used for denoting that two lines are not parallel; for example
Hadamard product of power series: if and , then Possibly, is also used instead of for the Hadamard product of matrices.[ citation needed ]

Letters as symbols

Symbol
in HTML
Symbol
in TeX
NameExplanationExamples
Read as
Category



O

O
big-oh of
The Big O notation describes the limiting behavior of a function, when the argument tends towards a particular value or infinity.If f(x) = 6x4 − 2x3 + 5 and g(x) = x4, then



Γ

\Gamma
Gamma function
δ

\delta
Dirac delta of
δ(x)
Kronecker delta of
δij
Functional derivative of
π

\pi
prime-counting function of
counts the number of prime numbers less than or equal to .
the nth Homotopy group of
consists of homotopy equivalence classes of base point preserving maps from an n-dimensional sphere (with base point) into the pointed space X.

\prod
product over ... from ... to ... of
means .
the Cartesian product of;
the direct product of
means the set of all (n+1)-tuples
(y0, ..., yn).
σ

\sigma
population standard deviation
A measure of spread or variation of a set of values in a sample population set.

See also

Related Research Articles

Naive set theory is any of several theories of sets used in the discussion of the foundations of mathematics. Unlike axiomatic set theories, which are defined using formal logic, naive set theory is defined informally, in natural language. It describes the aspects of mathematical sets familiar in discrete mathematics, and suffices for the everyday use of set theory concepts in contemporary mathematics.

Integral domain Commutative ring with no zero divisors other than zero

In mathematics, specifically abstract algebra, an integral domain is a nonzero commutative ring in which the product of any two nonzero elements is nonzero. Integral domains are generalizations of the ring of integers and provide a natural setting for studying divisibility. In an integral domain, every nonzero element a has the cancellation property, that is, if a ≠ 0, an equality ab = ac implies b = c.

Modular arithmetic Computation modulo a fixed integer

In mathematics, modular arithmetic is a system of arithmetic for integers, where numbers "wrap around" when reaching a certain value, called the modulus. The modern approach to modular arithmetic was developed by Carl Friedrich Gauss in his book Disquisitiones Arithmeticae, published in 1801.

Multiplication Arithmetical operation

Multiplication is one of the four elementary mathematical operations of arithmetic, with the other ones being addition, subtraction and division. The result of a multiplication operation is called a product.

Natural number A kind of number, used for counting

In mathematics, the natural numbers are those used for counting and ordering. In common mathematical terminology, words colloquially used for counting are "cardinal numbers", and words used for ordering are "ordinal numbers". The natural numbers can, at times, appear as a convenient set of codes ; that is, as what linguists call nominal numbers, forgoing many or all of the properties of being a number in a mathematical sense. The set of natural numbers is often denoted by the symbol .

Real analysis Mathematics of real numbers and real functions

In mathematics, real analysis is the branch of mathematical analysis that studies the behavior of real numbers, sequences and series of real numbers, and real functions. Some particular properties of real-valued sequences and functions that real analysis studies include convergence, limits, continuity, smoothness, differentiability and integrability.

Sequence Finite or infinite ordered list of elements

In mathematics, a sequence is an enumerated collection of objects in which repetitions are allowed and order matters. Like a set, it contains members. The number of elements is called the length of the sequence. Unlike a set, the same elements can appear multiple times at different positions in a sequence, and unlike a set, the order does matter. Formally, a sequence can be defined as a function whose domain is either the set of the natural numbers, or the set of the first n natural numbers.

In mathematics, a (real) interval is a set of real numbers that contains all real numbers lying between any two numbers of the set. For example, the set of numbers x satisfying 0 ≤ x ≤ 1 is an interval which contains 0, 1, and all numbers in between. Other examples of intervals are the set of numbers such that 0 < x < 1, the set of all real numbers , the set of nonnegative real numbers, the set of positive real numbers, the empty set, and any singleton.

Function (mathematics) Mapping that associates a single output value to each input

In mathematics, a function is a binary relation between two sets that associates every element of the first set to exactly one element of the second set. Typical examples are functions from integers to integers, or from the real numbers to real numbers.

In mathematics, an algebra over a field is a vector space equipped with a bilinear product. Thus, an algebra is an algebraic structure consisting of a set together with operations of multiplication and addition and scalar multiplication by elements of a field and satisfying the axioms implied by "vector space" and "bilinear".

In set theory and its applications to logic, mathematics, and computer science, set-builder notation is a mathematical notation for describing a set by enumerating its elements, or stating the properties that its members must satisfy.

Dual lattice

In the theory of lattices, the dual lattice is a construction analogous to that of a dual vector space. In certain respects, the geometry of the dual lattice of a lattice is the reciprocal of the geometry of , a perspective which underlies many of its uses.

In mathematics, abuse of notation occurs when an author uses a mathematical notation in a way that is not entirely formally correct, but which might help simplify the exposition or suggest the correct intuition. However, since the concept of formal/syntactical correctness depends on both time and context, certain notations in mathematics that are flagged as abuse in one context could be formally correct in one or more other contexts. Time-dependent abuses of notation may occur when novel notations are introduced to a theory some time before the theory is first formalized; these may be formally corrected by solidifying and/or otherwise improving the theory. Abuse of notation should be contrasted with misuse of notation, which does not have the presentational benefits of the former and should be avoided.

In mathematics, the Iverson bracket, named after Kenneth E. Iverson, is a notation that generalises the Kronecker delta, which is the Iverson bracket of the statement x = y. It maps any statement into a function of the free variables in it, that takes the value one for the values of the variables for which the statement is true, and takes the value zero otherwise. It is generally denoted by putting the statement inside square brackets:

Many letters of the Latin alphabet, both capital and small, are used in mathematics, science, and engineering to denote by convention specific or abstracted constants, variables of a certain type, units, multipliers, or physical entities. Certain letters, when combined with special formatting, take on special meaning.

Probability theory and statistics have some commonly used conventions, in addition to standard mathematical notation and mathematical symbols.

In mathematics, a variable is a symbol which functions as a placeholder for varying expression or quantities, and is often used to represent an arbitrary element of a set. In addition to numbers, variables are commonly used to represent vectors, matrices and functions.

In mathematics, brackets of various typographical forms, such as parentheses ( ), square brackets [ ], braces { } and angle brackets ⟨ ⟩, are frequently used in mathematical notation. Generally, such bracketing denotes some form of grouping: in evaluating an expression containing a bracketed sub-expression, the operators in the sub-expression take precedence over those surrounding it. Additionally, there are several uses and meanings for the various brackets.

In probability and statistics, a moment measure is a mathematical quantity, function or, more precisely, measure that is defined in relation to mathematical objects known as point processes, which are types of stochastic processes often used as mathematical models of physical phenomena representable as randomly positioned points in time, space or both. Moment measures generalize the idea of (raw) moments of random variables, hence arise often in the study of point processes and related fields.

In natural languages, a quantifier turns a sentence about something having some property into a sentence about the number (quantity) of things having the property. Examples of quantifiers in English are "all", "some", "many", "few", "most", and "no"; examples of quantified sentences are "all people are mortal", "some people are mortal", and "no people are mortal", they are considered to be true, true, and false, respectively.

References

  1. ISO 80000-2, Section 9 "Operations", 2-9.6
  2. Rutherford, D. E. (1965). Vector Methods. University Mathematical Texts. Oliver and Boyd Ltd., Edinburgh.
  3. The LaTeX equivalent to both Unicode symbols and is \circ. The unicode symbol that has the same size as \circ depends on the browser and its implementation. In some cases is so small that it can be confused with an interpoint, and looks similar as \circ. In other cases, is too large for denoting a binary operation, and it is that looks like \circ. As LaTeX is commonly considered as the standard for mathematical typography, and it does not distinguish these two Unicode symbols, they are considered here as having the same mathemtical meaning.

Some Unicode charts of mathematical operators and symbols:

Some Unicode cross-references: