|
Symbol
|
Name
|
Explanation |
Examples |
| Should be 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. |
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. |
3 ≤ 4 and 5 ≤ 5
5 ≥ 4 and 5 ≥ 5 |
| is less than or equal to, is greater than or equal to |
| order theory |
|
∝
|
proportionality |
y ∝ x means that y = kx for some constant k. |
if y = 2x, then y ∝ x |
| is proportional to |
| everywhere |
|
+
|
addition |
4 + 6 means the sum of 4 and 6. |
2 + 7 = 9 |
| plus |
| arithmetic |
| 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 |
|
−
|
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 |
| arithmetic |
| set-theoretic complement |
A − B means the set that contains all the elements of A that are not in B. |
{1,2,4} − {1,3,4} = {2} |
| minus; without |
| set theory |
|
×
|
multiplication |
3 × 4 means the multiplication of 3 by 4. |
7 × 8 = 56 |
| times |
| arithmetic |
| 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 |
| 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 |
|
±
∓
|
plus-minus |
6 ± 3 means 6 + 3 or 6 - 3.
6 ± 3 ∓ 5 means 6 + 3 - 5 or 6 - 3 + 5. |
6 ± 3 = 9 or 3
6 ± 3 ∓ 5 = 4 or 8 |
plus-minus; plus-or-minus
minus-plus; minus-or-plus |
| arithmetic |
|
√
|
square root |
√x means the positive number whose square is x. |
√4 = 2 |
| the principal square root of; square root |
| real numbers |
| complex square root |
if z = r exp(iφ) is represented in polar coordinates with -π < φ ≤ π, then √z = √r exp(iφ/2). |
√(-1) = i |
| the complex square root of; square root |
| complex numbers |
|
| |
|
absolute value |
|x| means the distance in the real line (or the complex plane) between x and zero. |
|3| = 3, |-5| = |5|
|i| = 1, |3+4i| = 5 |
| absolute value of |
| numbers |
|
|
|
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 |
|
!
|
factorial |
n! is the product 1 × 2× ... × n. |
4! = 1 × 2 × 3 × 4 = 24 |
| factorial |
| combinatorics |
|
~
|
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 |
|
⇒
→
⊃
|
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 |
|
⇔
↔
|
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. |
¬(¬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. |
n < 4 ∧ n >2 ⇔ n = 3 when n is a natural number. |
| and |
| 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. |
n ≥ 4 ∨ n ≤ 2 ⇔ n ≠ 3 when n is a natural number. |
| or |
| 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 |
| direct sum |
The direct sum is a special way of combining several one 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 = ∅) |
| direct sum of |
| Abstract 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 |
|
:=
≡
:⇔
|
definition |
x := y or x ≡ y means x is defined to be another name for y (but note that ≡ can also mean other things, such as congruence).
P :⇔ Q means P is defined to be logically equivalent to Q. |
cosh x := (1/2)(exp x + exp (−x))
A XOR B :⇔ (A ∨ B) ∧ ¬(A ∧ B) |
| is defined as |
| everywhere |
|
≅
|
congruence |
△ABC ≅ △DEF means triangle ABC is congruent to triangle DEF. |
|
| is congruent to |
| geometry |
|
{ , }
|
set brackets |
{a,b,c} means the set consisting of a, b, and c. |
N = {0, 1, 2, ...} |
| 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} = {0, 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. |
A ∩ B ⊆ A; 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. |
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 ... and ...; 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 |
|
∖
|
set-theoretic complement |
A ∖ B means the set that contains all those elements of A that are not in B. |
{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 |
| precedence grouping |
Perform the operations inside the parentheses first. |
(8/4)/2 = 2/2 = 1, but 8/(4/2) = 8/2 = 4. |
| parentheses |
| everywhere |
|
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 |
|
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 |
N
ℕ
|
natural numbers |
N means {0, 1, 2, 3, ...}, but see the article on natural numbers for a different convention. |
{|a| : a ∈ Z} = N |
| N |
| numbers |
Z
ℤ
|
integers |
Z means {..., −3, −2, −1, 0, 1, 2, 3, ...}. |
{a, -a : a ∈ N} = Z |
| Z |
| numbers |
Q
ℚ
|
rational numbers |
Q means {p/q : p,q ∈ Z, q ≠ 0}. |
3.14 ∈ 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 + bi : 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 |
| C |
| integral calculus |
|
∞
|
infinity |
∞ is an element of the extended number line that is greater than all real numbers; it often occurs in limits. |
limx→0 1/|x| = ∞ |
| infinity |
| numbers |
|
π
|
pi |
π is the ratio of a circle's circumference to its diameter. Its value is 3.1415.... |
A = πr² is the area of a circle with radius r |
| pi |
| Euclidean geometry |
|
|| ||
|
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
-
- = 1 + 4 + 9 + 16 = 30
|
| sum over ... from ... to ... of |
| arithmetic |
|
∏
|
product |
means a1a2···an.
|
= (1+2)(2+2)(3+2)(4+2)
-
- = 3 × 4 × 5 × 6 = 360
|
| product over ... from ... to ... of |
| arithmetic |
| Cartesian product |
means the set of all (n+1)-tuples
-
- (y0,...,yn).
|

|
| 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. |
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. |
∫0b x2 dx = b3/3; |
| integral from ... to ... of ... with respect to |
| 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 |
| calculus |
|
∂
|
partial derivative |
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 derivative of |
| calculus |
| boundary |
∂M means the boundary of M |
∂{x : ||x|| ≤ 2} = {x : ||x|| = 2} |
| boundary of |
| topology |
|
⊥
|
perpendicular |
x ⊥ y means x is perpendicular to y; or more generally x is orthogonal to y. |
If l ⊥ m and m ⊥ n then l || n. |
| is perpendicular to |
| geometry |
| bottom element |
x = ⊥ means x is the smallest element. |
∀x : x ∧ ⊥ = ⊥ |
| the bottom element |
| lattice theory |
|
||
|
parallel |
x || y means x is parallel to y. |
If l || m and m ⊥ n then l ⊥ n. |
| is parallel to |
| geometry |
|
⊧
|
entailment |
A ⊧ B means the sentence A entails the sentence B, that is every model in which A is true, B is also true. |
A ⊧ A ∨ ¬A |
| entails |
| model theory |
|
⊢
|
inference |
x ⊢ y means y is derived from x. |
A → B ⊢ ¬B → ¬A |
| infers or is derived from |
| propositional logic, predicate logic |
|
◅
|
normal subgroup |
N ◅ G means that N is a normal subgroup of group G. |
Z(G) ◅ G |
| is a normal subgroup of |
| group theory |
|
/
|
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. |
|
| set theory |
|
≈
|
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 |
| approximately equal |
x ≈ y means x is approximately equal to y |
π ≈ 3.14159 |
| is approximately equal to |
| everywhere |
|
<,>
|
inner product |
<x,y> means the inner product between x and y, as defined in an inner product space. |
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 |
| vector algebra |
|
⊗
|
tensor product |
V ⊗ U means the tensor product of V and U. |
{1, 2, 3, 4} ⊗ {1,1,2} =
{{1, 2, 3, 4}, {1, 2, 3, 4}, {2, 4, 6, 8}} |
| tensor product of |
| linear algebra |