SymbolsSymbol
in HTMLSymbol
in TEX Name Explanation Examples Read as Category =
equality
is equal to;
equals
everywhere
x = y means x and y represent the same thing or value. 2 = 2
1 + 1 = 2 ≠
inequality
is not equal to;
does not equal
everywhere
x ≠ y means that x and y do not represent the same thing or value.
(The forms !=, /= or <> are generally used in programming languages where ease of typing and use of ASCII text is preferred.) 2 + 2 ≠ 5 <
>
strict inequality
is less than,
is greater than
order theory
x < y means x is less than y.
x > y means x is greater than y. 3 < 4
5 > 4 proper subgroup
is a proper subgroup of
group theory
H < G means H is a proper subgroup of G. 5Z < Z
A3 < S3 ≪
≫
(very) strict inequality
is much less than,
is much greater than
order theory
x ≪ y means x is much less than y.
x ≫ y means x is much greater than y. 0.003 ≪ 1000000 asymptotic comparison
is of smaller order than,
is of greater order than
analytic number theory
f ≪ g means the growth of f is asymptotically bounded by g.
(This is I. M. Vinogradov's notation. Another notation is the Big O notation, which looks like f = O(g).) x ≪ ex ≤
≥
inequality
is less than or equal to,
is greater than or equal to
order theory
x ≤ y means x is less than or equal to y.
x ≥ y means x is greater than or equal to y.
(The forms <= and >= are generally used in programming languages where ease of typing and use of ASCII text is preferred.) 3 ≤ 4 and 5 ≤ 5
5 ≥ 4 and 5 ≥ 5 subgroup
is a subgroup of
group theory
H ≤ G means H is a subgroup of G. Z ≤ Z
A3 ≤ S3 reduction
is reducible to
computational complexity theory
A ≤ B means the problemA can be reduced to the problem B. Subscripts can be added to the ≤ to indicate what kind of reduction. If
then
≺Karp reduction
is Karp reducible to;
is polynomial-time many-one reducible to
computational complexity theory
L1 ≺ L2 means that the problem L1 is Karp reducible to L2.[1]If L1 ≺ L2 and L2 ∈ , then L1 ∈ P. ∝
proportionality
is proportional to;
varies as
everywhere
y ∝ x means that y = kx for some constant k. if y = 2x, then y ∝ x. Karp reduction[2]
is Karp reducible to;
is polynomial-time many-one reducible to
computational complexity theory
A ∝ B means the problemA can be polynomially reduced to the problem B. If L1 ∝ L2 and L2 ∈ , then L1 ∈ P. +
addition
plus;
add
arithmetic
4 + 6 means the sum of 4 and 6. 2 + 7 = 9 disjoint union
the disjoint union of ... and ...
set theory
A1 + A2 means the disjoint union of sets A1 and A2. A1 = {3, 4, 5, 6} ∧ A2 = {7, 8, 9, 10} ⇒
A1 + A2 = {(3,1), (4,1), (5,1), (6,1), (7,2), (8,2), (9,2), (10,2)} −
subtraction
minus;
take;
subtract
arithmetic
9 − 4 means the subtraction of 4 from 9. 8 − 3 = 5 negative sign
negative;
minus;
the opposite of
arithmetic
−3 means the negative of the number 3. −(−5) = 5 set-theoretic complement
minus;
without
set theory
A − B means the set that contains all the elements of A that are not in B.
(∖ can also be used for set-theoretic complement as described below.) {1,2,4} − {1,3,4} = {2} ±
plus-minus
plus or minus
arithmetic
6 ± 3 means both 6 + 3 and 6 − 3. The equation x = 5 ± √4, has two solutions, x = 7 and x = 3. plus-minus
plus or minus
measurement
10 ± 2 or equivalently 10 ± 20% means the range from 10 − 2 to 10 + 2. If a = 100 ± 1 mm, then a ≥ 99 mm and a ≤ 101 mm. ∓
minus-plus
minus or plus
arithmetic
6 ± (3 ∓ 5) means both 6 + (3 − 5) and 6 − (3 + 5). cos(x± y) = cos(x) cos(y) ∓ sin(x) sin(y). ×
multiplication
times;
multiplied by
arithmetic
3 × 4 means the multiplication of 3 by 4.
(The symbol * is generally used in programming languages, where ease of typing and use of ASCIItext is preferred.) 7 × 8 = 56 Cartesian product
the Cartesian product of ... and ...;
the direct product of ... and ...
set theory
X×Y means the set of all ordered pairswith the first element of each pair selected from X and the second element selected from Y. {1,2} × {3,4} = {(1,3),(1,4),(2,3),(2,4)} cross product
cross
linear algebra
u × v means the cross product of vectorsu and v (1,2,5) × (3,4,−1) =
(−22, 16, − 2) group of units
the group of units of
ring theory
R× consists of the set of units of the ring R, along with the operation of multiplication.
This may also be written R* as described below, orU(R). *
multiplication
times;
multiplied by
arithmetic
a * b means the product of a and b.
(Multiplication can also be denoted with × or ⋅, or even simple juxtaposition. * is generally used where ease of typing and use of ASCII text is preferred, such as programming languages.) 4 * 3 means the product of 4 and 3, or 12. convolution
convolution;
convolved with
functional analysis
f * g means the convolution of f and g. . complex conjugate
conjugate
complex numbers
z* means the complex conjugate of z.
( can also be used for the conjugate of z, as described below.) . group of units
the group of units of
ring theory
R* consists of the set of units of the ring R, along with the operation of multiplication.
This may also be written R× as described above, orU(R). hyperreal numbers
the (set of) hyperreals
non-standard analysis
*R means the set of hyperreal numbers. Other sets can be used in place of R. *N is the hypernaturalnumbers. Hodge dual
Hodge dual;
Hodge star
linear algebra
*v means the Hodge dual of a vector v. If vis a k-vectorwithin an n-dimensionalorientedinner productspace, then *v is an (n−k)-vector. If are the standard basis vectors of , ·
multiplication
times;
multiplied by
arithmetic
3 · 4 means the multiplication of 3 by 4. 7 · 8 = 56 dot product
dot
linear algebra
u · v means the dot product of vectorsu and v (1,2,5) · (3,4,−1) = 6 placeholder
(silent)
functional analysis
A · means a placeholder for an argument of a function. Indicates the functional nature of an expression without assigning a specific symbol for an argument. ⊗
tensor product, tensor product of modules
tensor product of
linear algebra
means the tensor product of V and U.[3]means the tensor product of modules Vand U over the ringR. {1, 2, 3, 4} ⊗ {1, 1, 2} =
{{1, 2, 3, 4}, {1, 2, 3, 4}, {2, 4, 6, 8}} ÷
⁄
division(Obelus)
divided by;
over
arithmetic
6 ÷ 3 or 6 ⁄ 3 means the division of 6 by 3. 2 ÷ 4 = 0.5
12 ⁄ 4 = 3 quotient group
mod
group theory
G / H means the quotient of group Gmodulo its subgroup H. {0, a, 2a, b, b+a, b+2a} / {0, b} = {{0, b}, {a, b+a}, {2a,b+2a}} quotient set
mod
set theory
A/~ means the set of all ~ equivalence classes in A. If we define ~ by x ~ y ⇔ x − y ∈ ℤ, then
ℝ/~ = { {x + n : n ∈ ℤ } : x ∈ [0,1) } √
square root
the (principal) square root of
real numbers
means the nonnegative number whose square is . complex square root
the (complex) square root of
complex numbers
if is represented in polar coordinates with , then . x
mean
overbar;
… bar
statistics
(often read as "x bar") is the mean (average value of ). . complex conjugate
conjugate
complex numbers
means the complex conjugate of z.
(z* can also be used for the conjugate of z, as described above.) . finite sequence, tuple
finite sequence, tuple
model theory
means the finite sequence/tuple . . algebraic closure
algebraic closure of
field theory
is the algebraic closure of the field F. The field of algebraic numbers is sometimes denoted as because it is the algebraic closure of the rational numbers . topological closure
(topological) closure of
topology
is the topological closure of the set S.
This may also be denoted as cl(S) orCl(S). In the space of the real numbers, (the rational numbers are dense in the real numbers). |…|
absolute value;
modulus
absolute value of; modulus of
numbers
|x| means the distance along the real line (or across the complex plane) between x and zero. |3| = 3
|-5| = |5| = 5
| i | = 1
| 3 + 4i | = 5 Euclidean norm or Euclidean length or magnitude
Euclidean norm of
geometry
|x| means the (Euclidean) length of vectorx. For x = (3,-4)
determinant
determinant of
matrix theory
|A| means the determinant of the matrix A cardinality
cardinality of;
size of;
order of
set theory
|X| means the cardinality of the set X.
(# may be used instead as described below.) |{3, 5, 7, 9}| = 4. …
norm
norm of;
length of
linear algebra
x means the norm of the element x of a normed vector space.[4]x + y ≤ x + y nearest integer function
nearest integer to
numbers
x means the nearest integer to x.
(This may also be written [x], ⌊x⌉, nint(x) orRound(x).) 1 = 1, 1.6 = 2, −2.4 = −2, 3.49 = 3 ∣
∤
divisor, divides
divides
number theory
a|b means a divides b.
a∤b means a does not divide b.
(This symbol can be difficult to type, and its negation is rare, so a regular but slightly shorter vertical bar |character can be used.) Since 15 = 3×5, it is true that 3|15 and 5|15. conditional probability
given
probability
P(A|B) means the probability of the event a occurring given that b occurs. if X is a uniformly random day of the year P(X is May 25 | X is in May) = 1/31 restriction
restriction of … to …;
restricted to
set theory
f|A means the function f restricted to the set A, that is, it is the function with domainA ∩ dom(f) that agrees with f. The function f : R → R defined by f(x) = x2 is not injective, but f|R+ is injective. such that
such that;
so that
everywhere
| means "such that", see ":" (described below). S = {(x,y) | 0 < y < f(x)}
The set of (x,y) such that y is greater than 0 and less than f(x).
parallel
is parallel to
geometry
x y means x is parallel to y. If l m and m ⊥ n then l ⊥ n. incomparability
is incomparable to
order theory
x y means x is incomparable to y. {1,2} {2,3} under set containment. exact divisibility
exactly divides
number theory
pa n means pa exactly divides n (i.e. pa divides nbut pa+1 does not). 23 360. #
cardinality
cardinality of;
size of;
order of
set theory
#X means the cardinality of the set X.
(|…| may be used instead as described above.) #{4, 6, 8} = 3 connected sum
connected sum of;
knot sum of;
knot composition of
topology, knot theory
A#B is the connected sum of the manifolds Aand B. If A and B are knots, then this denotes the knot sum, which has a slightly stronger condition. A#Sm is homeomorphicto A, for any manifold A, and the sphere Sm. primorial
primorial
number theory
n# is product of all prime numbers less than or equal to n. 12# = 2 × 3 × 5 × 7 × 11 = 2310 ℵ
aleph number
aleph
set theory
ℵα represents an infinite cardinality (specifically, theα-th one, where α is an ordinal). |ℕ| = ℵ0, which is called aleph-null. ℶ
beth number
beth
set theory
ℶα represents an infinite cardinality (similar to ℵ, but ℶ does not necessarily index all of the numbers indexed by ℵ. ). ?
cardinality of the continuum
cardinality of the continuum;
c;
cardinality of the real numbers
set theory
The cardinality of is denoted by or by the symbol (a lowercase Frakturletter C). :
such that
such that;
so that
everywhere
: means "such that", and is used in proofs and theset-builder notation (described below). ∃ n ∈ ℕ: n is even. field extension
extends;
over
field theory
K : F means the field K extends the field F.
This may also be written as K ≥ F. ℝ : ℚ inner productof matrices
inner product of
linear algebra
A : B means the Frobenius inner product of the matrices A and B.
The general inner product is denoted by ⟨u, v⟩, ⟨u | v⟩ or (u | v), as described below. For spatial vectors, the dot product notation, x·y is common.See also Bra-ket notation. index of a subgroup
index of subgroup
group theory
The index of a subgroup H in a group G is the "relative size" of H in G: equivalently, the number of "copies" (cosets) of H that fill up G !
factorial
factorial
combinatorics
n! means the product 1 × 2 × ... × n. 4! = 1 × 2 × 3 × 4 = 24 logical negation
not
propositional logic
The statement !A is true if and only if A is false.
A slash placed through another operator is the same as "!" placed in front.
(The symbol ! is primarily from computer science. It is avoided in mathematical texts, where the notation¬Ais preferred.) !(!A) ⇔ A
x ≠ y ⇔ !(x = y) ~
probability distribution
has distribution
statistics
X ~ D, means the random variable X has the probability distribution D. X ~ N(0,1), the standard normal distribution row equivalence
is row equivalent to
matrix theory
A~B means that B can be generated by using a series of elementary row operations on A same order of magnitude
roughly similar;
poorly approximates
approximation theory
m ~ n means the quantities m and nhave the sameorder of magnitude, or general size.
(Note that ~ is used for an approximation that is poor, otherwise use ≈ .) 2 ~ 5
8 × 9 ~ 100
but π2 ≈ 10 asymptotically equivalent
is asymptotically equivalent to
asymptotic analysis
f ~ g means . x ~ x+1 equivalence relation
are in the same equivalence class
everywhere
a ~ b means (and equivalently ). 1 ~ 5 mod 4 ≈
approximately equal
is approximately equal to
everywhere
x ≈ y means x is approximately equal to y.
This may also be written ≃, ≅, ~, ♎ (Libra Symbol),or≒. π ≈ 3.14159 isomorphism
is isomorphic to
group theory
G ≈ H means that group G is isomorphic (structurally identical) to group H.
(≅ can also be used for isomorphic, as described below.) Q / {1, −1} ≈ V,
where Q is the quaternion group and V is the Klein four-group. ≀
wreath product
wreath product of … by …
group theory
A ≀ H means the wreath product of the group A by the group H.
This may also be written A wr H. is isomorphic to the automorphismgroup of thecomplete bipartite graph on (n,n) vertices. ◅
▻
normal subgroup
is a normal subgroup of
group theory
N ◅ G means that N is a normal subgroup of groupG. Z(G) ◅ G ideal
is an ideal of
ring theory
I ◅ R means that I is an ideal of ring R. (2) ◅ Z antijoin
the antijoin of
relational algebra
R ▻ S means the antijoin of the relations Rand S, the tuples in R for which there is not a tuple in S that is equal on their common attribute names. RS = R - R S ⋉
⋊
semidirect product
the semidirect product of
group theory
N ⋊φ H is the semidirect product of N (a normal subgroup) and H (a subgroup), with respect to φ. Also, if G = N ⋊φ H, then G is said to split over N.
(⋊ may also be written the other way round, as ⋉, or as ×.) semijoin
the semijoin of
relational algebra
R ⋉ S is the semijoin of the relations Rand S, the set of all tuples in R for which there is a tuple in Sthat is equal on their common attribute names. R S = a1,..,an(R S) ⋈
natural join
the natural join of
relational algebra
R ⋈ S is the natural join of the relations R and S, the set of all combinations of tuples in R and S that are equal on their common attribute names. ∴
therefore
therefore;
so;
hence
everywhere
Sometimes used in proofs before logical consequences. All humans are mortal. Socrates is a human. ∴ Socrates is mortal. ∵
because
because;
since
everywhere
Sometimes used in proofs before reasoning. 3331 is prime ∵ it has no positive integer factors other than itself and one. ■
□
∎
▮
‣
end of proof
QED;
tombstone;
Halmos symbol
everywhere
Used to mark the end of a proof.
(May also be written Q.E.D.) D'Alembertian
non-Euclidean Laplacian
vector calculus
It is the generalisation of the Laplace operator in the sense that it is the differential operator which is invariant under the isometry group of the underlying space and it reduces to the Laplace operator if restricted to time independent functions. ⇒
→
⊃
material implication
implies;
if … then
propositional logic, Heyting algebra
A ⇒ B means if A is true then B is also true; if A is false then nothing is said about B.
(→ may mean the same as ⇒, or it may have the meaning for functionsgiven below.)
(⊃ may mean the same as ⇒,[5]or it may have the meaning for supersetgiven below.) x = 2 ⇒ x2 = 4 is true, but x2 = 4 ⇒ x = 2 is in general false (since xcould be −2). ⇔
↔
material equivalence
if and only if;
iff
propositional logic
A ⇔ B means A is true if B is true and A is false if Bis false. x + 5 = y+ 2 ⇔ x + 3 = y ¬
˜
logical negation
not
propositional logic
The statement ¬A is true if and only if A is false.
A slash placed through another operator is the same as "¬" placed in front.
(The symbol ~ has many other uses, so ¬ or the slash notation is preferred. Computer scientists will often use! but this is avoided in mathematical texts.) ¬(¬A) ⇔ A
x ≠ y ⇔ ¬(x = y) ∧
logical conjunction or meetin a lattice
and;
min;
meet
propositional logic, lattice theory
The statement A ∧ B is true if A and B are both true; else it is false.
For functions A(x) and B(x), A(x) ∧ B(x) is used to mean min(A(x), B(x)). n < 4 ∧ n >2 ⇔ n = 3 when n is a natural number. wedge product
wedge product;
exterior product
exterior algebra
u ∧ v means the wedge product of any multivectorsuand v. In three dimensional Euclidean space the wedge product and the cross product of two vectorsare each other's Hodge dual. exponentiation
… (raised) to the power of …
everywhere
a ^ b means a raised to the power of b
(a ^ b is more commonly writtenab. The symbol ^ is generally used in programming languages where ease of typing and use of plain ASCII text is preferred.) 2^3 = 23 = 8 ∨
logical disjunction or joinin a lattice
or;
max;
join
propositional logic, lattice theory
The statement A ∨ B is true if A or B (or both) are true; if both are false, the statement is false.
For functions A(x) and B(x), A(x) ∨ B(x) is used to mean max(A(x), B(x)). n ≥ 4 ∨ n ≤ 2 ⇔ n ≠ 3 when n is a natural number. ⊕
⊻
exclusive or
xor
propositional logic, Boolean algebra
The statement A ⊕ B is true when either A or B, but not both, are true. A ⊻ B means the same. (¬A) ⊕ A is always true, A ⊕ A is always false. direct sum
direct sum of
abstract algebra
The direct sum is a special way of combining several objects into one general object.
(The bun symbol ⊕, or the coproductsymbol ∐, is used; ⊻ is only for logic.) Most commonly, for vector spaces U, V, and W, the following consequence is used:
U = V ⊕ W ⇔ (U = V + W) ∧ (V ∩ W = {0}) ∀
universal quantification
for all;
for any;
for each
predicate logic
∀ x: P(x) means P(x) is true for all x. ∀ n ∈ ℕ: n2 ≥ n. ∃
existential quantification
there exists;
there is;
there are
predicate logic
∃ x: P(x) means there is at least one x such that P(x) is true. ∃ n ∈ ℕ: n is even. ∃!
uniqueness quantification
there exists exactly one
predicate logic
∃! x: P(x) means there is exactly one x such thatP(x) is true. ∃! n ∈ ℕ: n + 5 = 2n. =:
:=
≡
:⇔
≜
≝
≐
definition
is defined as;
is equal by definition to
everywhere
x := y, y =: x or x ≡ y means x is defined to be another name for y, under certain assumptions taken in context.
(Some writers use ≡ to mean congruence).
P :⇔ Q means P is defined to be logically equivalentto Q. ≅
congruence
is congruent to
geometry
△ABC ≅ △DEF means triangle ABC is congruent to (has the same measurements as) triangle DEF. isomorphic
is isomorphic to
abstract algebra
G ≅ H means that group G is isomorphic (structurally identical) to group H.
(≈ can also be used for isomorphic, as described above.) . ≡
congruence relation
... is congruent to ... modulo ...
modular arithmetic
a ≡ b (mod n) means a − b is divisible by n 5 ≡ 2 (mod 3) { , }
setbrackets
the set of …
set theory
{a,b,c} means the set consisting of a, b, and c.[6]ℕ = { 1, 2, 3, …} { : }
{ | }
{ ; }
set builder notation
the set of … such that
set theory
{x : P(x)} means the set of all xfor which P(x) is true.[6]{x | P(x)} is the same as {x : P(x)}. {n ∈ ℕ : n2 < 20} = { 1, 2, 3, 4} ∅
{ }
empty set
the empty set
set theory
∅ means the set with no elements.[6]{ } means the same. {n ∈ ℕ : 1 < n2 < 4} = ∅ ∈
∉
set membership
is an element of;
is not an element of
everywhere, set theory
a ∈ S means a is an element of the set S;[6]a ∉ Smeans a is not an element of S.[6](1/2)−1 ∈ ℕ
2−1 ∉ ℕ ⊆
⊂
subset
is a subset of
set theory
(subset) A ⊆ B means every element of A is also an element of B.[7]
(proper subset) A ⊂ B means A ⊆ B but A ≠ B.
(Some writers use the symbol ⊂ as if it were the same as ⊆.) (A ∩ B) ⊆ A
ℕ ⊂ ℚ
ℚ ⊂ ℝ ⊇
⊃
superset
is a superset of
set theory
A ⊇ B means every element of B is also an element of A.
A ⊃ B means A ⊇ B but A ≠ B.
(Some writers use the symbol ⊃ as if it were the same as ⊇.) (A ∪ B) ⊇ B
ℝ ⊃ ℚ ∪
set-theoretic union
the union of … or …;
union
set theory
A ∪ B means the set of those elements which are either in A, or in B, or in both.[7]A ⊆ B ⇔ (A ∪ B) = B ∩
set-theoretic intersection
intersected with;
intersect
set theory
A ∩ B means the set that contains all those elements that A and B have in common.[7]{x ∈ ℝ : x2 = 1} ∩ ℕ = {1} ∆
symmetric difference
symmetric difference
set theory
A ∆ B means the set of elements in exactly one of Aor B.
(Not to be confused with delta, Δ, described below.) {1,5,6,8} ∆ {2,5,8} = {1,2,6} ∖
set-theoretic complement
minus;
without
set theory
A ∖ B means the set that contains all those elements of A that are not in B.[7]
(− can also be used for set-theoretic complement as described above.) {1,2,3,4} ∖ {3,4,5,6} = {1,2} →
functionarrow
from … to
set theory, type theory
f: X → Y means the function f maps the set X into the set Y. Let f: ℤ → ℕ∪{0} be defined by f(x) := x2. ↦
functionarrow
maps to
set theory
f: a ↦ b means the function f maps the element a to the element b. Let f: x ↦ x+1 (the successor function). ∘
function composition
composed with
set theory
f∘g is the function, such that (f∘g)(x) = f(g(x)).[8]if f(x) := 2x, and g(x) := x + 3, then (f∘g)(x) = 2(x + 3). o
Hadamard product
entrywise product
linear algebra
For two matrices (or vectors) of the same dimensions the Hadamard product is a matrix of the same dimensions with elements given by . This is often used in matrix based programming such as MATLABwhere the operation is done by A.*B
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