This is based on Table of mathematical symbols. (Version: Table of mathematical symbols (10:20, 11 Oct 2008) – badly out of date.)
Logic
editSymbol | Name | Explanation | Examples |
---|---|---|---|
Read as | |||
Category | |||
⇒
→ ⊃ |
material implication | 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 functions given below. ⊃ may mean the same as ⇒, or it may have the meaning for superset given below. |
x = 2 ⇒ x2 = 4 is true, but x2 = 4 ⇒ x = 2 is in general false (since x could be −2). |
implies; if … then | |||
propositional logic, Heyting algebra | |||
⇔
↔ |
material equivalence | A ⇔ B means A is true if B is true and A is false if B is false. | x + 5 = y +2 ⇔ x + 3 = y |
if and only if; iff | |||
propositional logic | |||
¬
˜ |
logical negation | 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.) |
¬(¬A) ⇔ A x ≠ y ⇔ ¬(x = y) |
not | |||
propositional logic | |||
∧
|
logical conjunction or meet in a lattice | 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)). (Old notation) u ∧ v means the cross product of vectors u and v. |
n < 4 ∧ n >2 ⇔ n = 3 when n is a natural number. |
and; min | |||
propositional logic, lattice theory | |||
∨
|
logical disjunction or join in a lattice | 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. |
or; max | |||
propositional logic, lattice theory | |||
⊕ ⊻ |
exclusive or | 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. |
xor | |||
propositional logic, Boolean algebra | |||
∀
|
universal quantification | ∀ x: P(x) means P(x) is true for all x. | ∀ n ∈ ℕ: n2 ≥ n. |
for all; for any; for each | |||
predicate logic | |||
∃
|
existential quantification | ∃ x: P(x) means there is at least one x such that P(x) is true. | ∃ n ∈ ℕ: n is even. |
there exists | |||
predicate logic | |||
∃!
|
uniqueness quantification | ∃! x: P(x) means there is exactly one x such that P(x) is true. | ∃! n ∈ ℕ: n + 5 = 2n. |
there exists exactly one | |||
predicate logic |
Analysis
editSymbol | Name | Explanation | Examples |
---|---|---|---|
Read as | |||
Category |
Arithmetic and abstract algebra
editSymbol | Name | Explanation | Examples |
---|---|---|---|
Read as | |||
Category | |||
+
|
addition | 4 + 6 means the sum of 4 and 6. | 2 + 7 = 9 |
plus | |||
arithmetic | |||
−
|
subtraction | 9 − 4 means the subtraction of 4 from 9. | 8 − 3 = 5 |
minus | |||
arithmetic | |||
negative sign | −3 means the negative of the number 3. | −(−5) = 5 | |
negative; minus; the opposite of | |||
arithmetic | |||
×
|
multiplication | 3 × 4 means the multiplication of 3 by 4. | 7 × 8 = 56 |
times | |||
arithmetic | |||
cross product | u × v means the cross product of vectors u and v | (1,2,5) × (3,4,−1) = (−22, 16, − 2) | |
cross | |||
vector algebra | |||
·
|
multiplication | 3 · 4 means the multiplication of 3 by 4. | 7 · 8 = 56 |
times | |||
arithmetic | |||
dot product | u · v means the dot product of vectors u and v | (1,2,5) · (3,4,−1) = 6 | |
dot | |||
vector algebra
| |||
÷
⁄ |
division | 6 ÷ 3 or 6 ⁄ 3 means the division of 6 by 3. | 2 ÷ 4 = .5 12 ⁄ 4 = 3 |
divided by | |||
arithmetic | |||
quotient group | G / H means the quotient of group G modulo its subgroup H. | {0, a, 2a, b, b+a, b+2a} / {0, b} = {{0, b}, {a, b+a}, {2a, b+2a}} | |
mod | |||
group theory | |||
quotient set | 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]} | |
mod | |||
set theory | |||
±
|
plus-minus | 6 ± 3 means both 6 + 3 and 6 - 3. | The equation x = 5 ± √4, has two solutions, x = 7 and x = 3. |
plus or minus | |||
arithmetic | |||
plus-minus | 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. | |
plus or minus | |||
measurement | |||
∓
|
minus-plus | 6 ± (3 ∓ 5) means both 6 + (3 - 5) and 6 - (3 + 5). | cos(x ± y) = cos(x) cos(y) ∓ sin(x) sin(y). |
minus or plus | |||
arithmetic |
Set theory
editSymbol | Name | Explanation | Examples |
---|---|---|---|
Read as | |||
Category | |||
+
|
disjoint union | A1 + A2 means the disjoint union of sets A1 and A2. | A1 = {1, 2, 3, 4} ∧ A2 = {2, 4, 5, 7} ⇒ A1 + A2 = {(1,1), (2,1), (3,1), (4,1), (2,2), (4,2), (5,2), (7,2)} |
the disjoint union of ... and ... | |||
set theory | |||
−
|
set-theoretic complement | 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} |
minus; without | |||
set theory | |||
×
|
Cartesian product | X×Y means the set of all ordered pairs with 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)} |
the Cartesian product of ... and ...; the direct product of ... and ... | |||
set theory | |||
{ , }
|
set brackets | {a,b,c} means the set consisting of a, b, and c. | ℕ = { 1, 2, 3, …} |
the set of … | |||
set theory | |||
{ : }
{ | } |
set builder notation | {x : P(x)} means the set of all x for which P(x) is true. {x | P(x)} is the same as {x : P(x)}. | {n ∈ ℕ : n2 < 20} = { 1, 2, 3, 4} |
the set of … such that | |||
set theory | |||
∅ { } |
empty set | ∅ means the set with no elements. { } means the same. | {n ∈ ℕ : 1 < n2 < 4} = ∅ |
the empty set | |||
set theory | |||
∈
∉ |
set membership | a ∈ S means a is an element of the set S; a ∉ S means a is not an element of S. | (1/2)−1 ∈ ℕ 2−1 ∉ ℕ |
is an element of; is not an element of | |||
everywhere, set theory | |||
⊆
⊂ |
subset | (subset) A ⊆ B means every element of A is also element of B. (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 |
is a subset of | |||
set theory | |||
⊇
⊃ |
superset | A ⊇ B means every element of B is also 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 |
is a superset of | |||
set theory | |||
∪
|
set-theoretic union | (exclusive) A ∪ B means the set that contains all the elements from A, or all the elements from B, but not both. "A or B, but not both." (inclusive) A ∪ B means the set that contains all the elements from A, or all the elements from B, or all the elements from both A and B. "A or B or both". |
A ⊆ B ⇔ (A ∪ B) = B (inclusive) |
the union of … or … union | |||
set theory | |||
∩
|
set-theoretic intersection | A ∩ B means the set that contains all those elements that A and B have in common. | {x ∈ ℝ : x2 = 1} ∩ ℕ = {1} |
intersected with; intersect | |||
set theory | |||
∆
|
symmetric difference | A ∆ B means the set of elements in exactly one of A or B. | {1,5,6,8} ∆ {2,5,8} = {1,2,6} |
symmetric difference | |||
set theory | |||
∖
|
set-theoretic complement | A ∖ B means the set that contains all those elements of A that are not in B. − can also be used for set-theoretic complement as described above. |
{1,2,3,4} ∖ {3,4,5,6} = {1,2} |
minus; without | |||
set theory | |||
( )
|
function application | f(x) means the value of the function f at the element x. | If f(x) := x2, then f(3) = 32 = 9. |
of | |||
set theory | |||
f:X→Y
|
function arrow | f: X → Y means the function f maps the set X into the set Y. | Let f: ℤ → ℕ be defined by f(x) := x2. |
from … to | |||
set theory,type theory | |||
o
|
function composition | fog is the function, such that (fog)(x) = f(g(x)). | if f(x) := 2x, and g(x) := x + 3, then (fog)(x) = 2(x + 3). |
composed with | |||
set theory |
Other
editSymbol | Name | Explanation | Examples |
---|---|---|---|
Read as | |||
Category | |||
=
|
equality | x = y means x and y represent the same thing or value. | 1 + 1 = 2 |
is equal to; equals | |||
everywhere | |||
≠
<> != |
inequation | x ≠ y means that x and y do not represent the same thing or value. (The symbols != and <> are primarily from computer science. They are avoided in mathematical texts.) |
1 ≠ 2 |
is not equal to; does not equal | |||
everywhere | |||
<
> ≪ ≫ |
strict inequality | x < y means x is less than y. x > y means x is greater than y. x ≪ y means x is much less than y. x ≫ y means x is much greater than y. |
3 < 4 5 > 4 0.003 ≪ 1000000 |
is less than, is greater than, is much less than, is much greater than | |||
order theory | |||
≤
<= ≥ >= |
inequality | x ≤ y means x is less than or equal to y. x ≥ y means x is greater than or equal to y. (The symbols <= and >= are primarily from computer science. They are avoided in mathematical texts.) |
3 ≤ 4 and 5 ≤ 5 5 ≥ 4 and 5 ≥ 5 |
is less than or equal to, is greater than or equal to | |||
order theory | |||
<·
|
cover | x <• y means that x is covered by y. | {1, 8} <• {1, 3, 8} among the subsets of {1, 2, …, 10} ordered by containment. |
is covered by | |||
order theory | |||
∝
|
proportionality | y ∝ x means that y = kx for some constant k. | if y = 2x, then y ∝ x |
is proportional to; varies as | |||
everywhere | |||
√
|
square root | means the positive number whose square is . | |
the principal square root of; square root | |||
real numbers | |||
complex square root | if is represented in polar coordinates with , then . | ||
the complex square root of … square root | |||
complex numbers | |||
|…|
|
absolute value or modulus | |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 |
absolute value (modulus) of | |||
numbers | |||
Euclidean distance | |x – y| means the Euclidean distance between x and y. | For x = (1,1), and y = (4,5), |x – y| = √([1–4]2 + [1–5]2) = 5 | |
Euclidean distance between; Euclidean norm of | |||
Geometry | |||
Determinant | |A| means the determinant of the matrix A | ||
determinant of | |||
Matrix theory | |||
Cardinality | |X| means the cardinality of the set X. | |{3, 5, 7, 9}| = 4. | |
cardinality of | |||
Set theory | |||
|
|
divides | A single vertical bar is used to denote divisibility. a|b means a divides b. |
Since 15 = 3×5, it is true that 3|15 and 5|15. |
divides | |||
Number theory | |||
Conditional probability | A single vertical bar is used to describe the probability of an event given another event happening. P(A|B) means a given b. |
If P(A)=0.4 and P(B)=0.5, P(A|B)=((0.4)(0.5))/(0.5)=0.4 | |
Given | |||
Probability | |||
!
|
factorial | n! is the product 1 × 2 × ... × n. | 4! = 1 × 2 × 3 × 4 = 24 |
factorial | |||
combinatorics | |||
T
|
transpose | Swap rows for columns | |
transpose | |||
matrix operations | |||
~
|
probability distribution | X ~ D, means the random variable X has the probability distribution D. | X ~ N(0,1), the standard normal distribution |
has distribution | |||
statistics | |||
Row equivalence | A~B means that B can be generated by using a series of elementary row operations on A | ||
is row equivalent to | |||
Matrix theory | |||
same order of magnitude | m ~ n means the quantities m and n have the same order 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 | |
roughly similar poorly approximates | |||
Approximation theory | |||
asymptotically equivalent | f ~ g means . | x ~ x+1 | |
is asymptotically equivalent to | |||
Asymptotic analysis | |||
Equivalence relation | a ~ b means (and equivalently ). | 1 ~ 5 mod 4 | |
are in the same equivalence class | |||
everywhere | |||
≈
|
approximately equal | x ≈ y means x is approximately equal to y. | π ≈ 3.14159 |
is approximately equal to | |||
everywhere | |||
isomorphism | G ≈ H means that group G is isomorphic to group H. | Q / {1, −1} ≈ V, where Q is the quaternion group and V is the Klein four-group. | |
is isomorphic to | |||
group theory | |||
◅
|
normal subgroup | N ◅ G means that N is a normal subgroup of group G. | Z(G) ◅ G |
is a normal subgroup of | |||
group theory | |||
ideal | I ◅ R means that I is an ideal of ring R. | (2) ◅ Z | |
is an ideal of | |||
ring theory | |||
⊕ ⊻
|
direct sum | The direct sum is a special way of combining several modules into one general module (the symbol ⊕ 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}) |
direct sum of | |||
Abstract algebra
| |||
:=
≡ :⇔ |
definition | x := y or x ≡ y means x is defined to be another name for y (Some writers use ≡ to mean congruence). P :⇔ Q means P is defined to be logically equivalent to Q. |
cosh x := (1/2)(exp(x)+exp(-x)) |
is defined as | |||
everywhere | |||
≅
|
congruence | △ABC ≅ △DEF means triangle ABC is congruent to (has the same measurements as) triangle DEF. | |
is congruent to | |||
geometry | |||
≡
|
congruence relation | a ≡ b (mod n) means a − b is divisible by n | 5 ≡ 11 (mod 3) |
... is congruent to ... modulo ... | |||
modular arithmetic
| |||
( )
|
precedence grouping | Perform the operations inside the parentheses first. | (8/4)/2 = 2/2 = 1, but 8/(4/2) = 8/2 = 4. |
parentheses | |||
everywhere | |||
ℕ
N |
natural numbers | N means { 1, 2, 3, ...}, but see the article on natural numbers for a different convention. | ℕ = {|a| : a ∈ ℤ, a ≠ 0} |
N | |||
numbers | |||
ℤ Z |
integers | ℤ means {..., −3, −2, −1, 0, 1, 2, 3, ...} and ℤ+ means {1, 2, 3, ...} = ℕ. | ℤ = {p, -p : p ∈ ℕ} ∪ {0} |
Z | |||
numbers | |||
ℚ Q |
rational numbers | ℚ means {p/q : p ∈ ℤ, q ∈ ℕ}. | 3.14000... ∈ ℚ π ∉ ℚ |
Q | |||
numbers | |||
ℝ R |
real numbers | ℝ means the set of real numbers. | π ∈ ℝ √(−1) ∉ ℝ |
R | |||
numbers | |||
ℂ C |
complex numbers | ℂ means {a + b i : a,b ∈ ℝ}. | i = √(−1) ∈ ℂ |
C | |||
numbers | |||
arbitrary constant | C can be any number, most likely unknown; usually occurs when calculating antiderivatives. | if f(x) = 6x² + 4x, then F(x) = 2x³ + 2x² + C, where F'(x) = f(x) | |
C | |||
integral calculus | |||
𝕂
K |
real or complex numbers | K means the statement holds substituting K for R and also for C. |
because and
|
K | |||
linear algebra | |||
∞
|
infinity | ∞ is an element of the extended number line that is greater than all real numbers; it often occurs in limits. | |
infinity | |||
numbers | |||
||…||
|
norm | || x || is the norm of the element x of a normed vector space. | || x + y || ≤ || x || + || y || |
norm of length of | |||
linear algebra | |||
∑
|
summation |
means a1 + a2 + … + an. |
= 12 + 22 + 32 + 42
|
sum over … from … to … of | |||
arithmetic | |||
∏
|
product |
means a1a2···an. |
= (1+2)(2+2)(3+2)(4+2)
|
product over … from … to … of | |||
arithmetic | |||
Cartesian product |
means the set of all (n+1)-tuples
|
| |
the Cartesian product of; the direct product of | |||
set theory | |||
∐
|
coproduct | ||
coproduct over … from … to … of | |||
category theory | |||
′
• |
derivative | f ′(x) is the derivative of the function f at the point x, i.e., the slope of the tangent to f at x. The dot notation indicates a time derivative. That is . |
If f(x) := x2, then f ′(x) = 2x |
… prime derivative of | |||
calculus | |||
∫
|
indefinite integral or antiderivative | ∫ f(x) dx means a function whose derivative is f. | ∫x2 dx = x3/3 + C |
indefinite integral of the antiderivative of | |||
calculus | |||
definite integral | ∫ab f(x) dx means the signed area between the x-axis and the graph of the function f between x = a and x = b. | ∫ab x2 dx = b3/3 - a3/3; | |
integral from … to … of … with respect to | |||
calculus | |||
∮
|
contour integral or closed line integral | Similar to the integral, but used to denote a single integration over a closed curve or loop. It is sometimes used in physics texts involving equations regarding Gauss's Law, and while these formulas involve a closed surface integral, the representations describe only the first integration of the volume over the enclosing surface. Instances where the latter requires simultaneous double integration, the symbol ∯ would be more appropriate. A third related symbol is the closed volume integral, denoted by the symbol ∰.
The contour integral can also frequently be found with a subscript capital letter C, ∮C, denoting that a closed loop integral is, in fact, around a contour C, or sometimes dually appropriately, a circle C. In representations of Gauss's Law, a subscript capital S, ∮S, is used to denote that the integration is over a closed surface. |
|
contour integral of | |||
calculus | |||
∇
|
gradient | ∇f (x1, …, xn) is the vector of partial derivatives (∂f / ∂x1, …, ∂f / ∂xn). | If f (x,y,z) := 3xy + z², then ∇f = (3y, 3x, 2z) |
del, nabla, gradient of | |||
vector calculus | |||
divergence | If , then . | ||
del dot, divergence of | |||
vector calculus | |||
curl | |
If , then . | |
curl of | |||
vector calculus | |||
∂
|
partial differential | With f (x1, …, xn), ∂f/∂xi is the derivative of f with respect to xi, with all other variables kept constant. | If f(x,y) := x2y, then ∂f/∂x = 2xy |
partial, d | |||
calculus | |||
boundary | ∂M means the boundary of M | ∂{x : ||x|| ≤ 2} = {x : ||x|| = 2} | |
boundary of | |||
topology | |||
δ
|
Dirac delta function | δ(x) | |
Dirac delta of | |||
hyperfunction | |||
Kronecker delta | δij | ||
Kronecker delta of | |||
hyperfunction | |||
⊥
|
perpendicular | x ⊥ y means x is perpendicular to y; or more generally x is orthogonal to y. | If l ⊥ m and m ⊥ n in the plane then l || n. |
is perpendicular to | |||
geometry | |||
coprime | x ⊥ y means x has no factor in common with y. | 34 ⊥ 55. | |
is coprime to | |||
number theory | |||
bottom element | x = ⊥ means x is the smallest element. | ∀x : x ∧ ⊥ = ⊥ | |
the bottom element | |||
lattice theory | |||
comparability | x ⊥ y means that x is comparable to y. | {e, π} ⊥ {1, 2, e, 3, π} under set containment. | |
is comparable to | |||
Order theory | |||
||
|
parallel | x || y means x is parallel to y. | If l || m and m ⊥ n then l ⊥ n. In physics this is also used to express |
is parallel to | |||
geometry, physics | |||
incomparability | x || y means x is incomparable to y. | {1,2} || {2,3} under set containment. | |
is incomparable to | |||
order theory | |||
exact divisibility | pf || n means pf exactly divides n. | 23 || 360. | |
exactly divides | |||
number theory | |||
⊧
|
entailment | A ⊧ B means the sentence A entails the sentence B, that is in every model in which A is true, B is also true. | A ⊧ A ∨ ¬A |
entails | |||
model theory | |||
⊢
|
inference | x ⊢ y means y is derivable from x. | A → B ⊢ ¬B → ¬A |
infers or is derived from | |||
propositional logic, predicate logic | |||
〈,〉
( | ) < , > · : |
inner product | 〈x,y〉 means the inner product of x and y as defined in an inner product space. For spatial vectors, the dot product notation, x·y is common. |
The standard inner product between two vectors x = (2, 3) and y = (−1, 5) is: 〈x, y〉 = 2 × −1 + 3 × 5 = 13
|
inner product of | |||
linear algebra | |||
⊗
|
tensor product, tensor product of modules | means the tensor product of V and U. means the tensor product of modules V and U over the ring R. | {1, 2, 3, 4} ⊗ {1, 1, 2} = {{1, 2, 3, 4}, {1, 2, 3, 4}, {2, 4, 6, 8}} |
tensor product of | |||
linear algebra | |||
*
|
convolution | f * g means the convolution of f and g. | |
convolution, convolved with | |||
functional analysis | |||
x̄ |
mean | (often read as "x bar") is the mean (average value of ). | . |
overbar, … bar | |||
statistics | |||
complex conjugate | is the complex conjugate of z. | ||
conjugate | |||
complex numbers | |||
delta equal to | means equal by definition. When is used, equality is not true generally, but rather equality is true under certain assumptions that are taken in context. Some writers prefer ≡. | . | |
equal by definition | |||
everywhere |