Mathematical Symbols
(Thanks Rapid Tables. Transmit here only for access convinient. Even more detail information can be found in Wikipedia List of Mathematical Symbols)
List of all mathematical symbols and signs – meaning and examples.
Basic math symbols
Geometry symbols
Algebra symbols
Probability & statistics symbols
Set theory symbols
Logic symbols
Calculus & analysis symbols
Number symbols
Greek symbols
Roman numerals
Basic math symbols
Symbol | Symbol Name | Meaning / definition | Example |
---|---|---|---|
= | equals sign | equality | 5 = 2+3 |
≠ | not equal sign | inequality | 5 ≠ 4 |
> | strict inequality | greater than | 5 > 4 |
< | strict inequality | less than | 4 < 5 |
≥ | inequality | greater than or equal to | 5 ≥ 4 |
≤ | inequality | less than or equal to | 4 ≤ 5 |
( ) | parentheses | calculate expression inside first | 2 × (3+5) = 16 |
[ ] | brackets | calculate expression inside first | [(1+2)*(1+5)] = 18 |
+ | plus sign | addition | 1 + 1 = 2 |
− | minus sign | subtraction | 2 − 1 = 1 |
± | plus – minus | both plus and minus operations | 3 ± 5 = 8 and -2 |
∓ | minus – plus | both minus and plus operations | 3 ∓ 5 = -2 and 8 |
* | asterisk | multiplication | 2 * 3 = 6 |
× | times sign | multiplication | 2 × 3 = 6 |
∙ | multiplication dot | multiplication | 2 ∙ 3 = 6 |
÷ | division sign / obelus | division | 6 ÷ 2 = 3 |
/ | division slash | division | 6 / 2 = 3 |
– | horizontal line | division / fraction | |
mod | modulo | remainder calculation | 7 mod 2 = 1 |
. | period | decimal point, decimal separator | 2.56 = 2+56/100 |
ab | power | exponent | 23 = 8 |
a^b | caret | exponent | 2 ^ 3 = 8 |
√a | square root |
√a · √a = a |
√9 = ±3 |
3√a | cube root | 3√a · 3√a · 3√a = a | 3√8 = 2 |
4√a | fourth root | 4√a · 4√a · 4√a · 4√a = a | 4√16 = ±2 |
n√a | n-th root (radical) | for n=3, n√8 = 2 | |
% | percent | 1% = 1/100 | 10% × 30 = 3 |
‰ | per-mille | 1‰ = 1/1000 = 0.1% | 10‰ × 30 = 0.3 |
ppm | per-million | 1ppm = 1/1000000 | 10ppm × 30 = 0.0003 |
ppb | per-billion | 1ppb = 1/1000000000 | 10ppb × 30 = 3×10-7 |
ppt | per-trillion | 1ppt = 10-12 | 10ppt × 30 = 3×10-10 |
Geometry symbols
Symbol | Symbol Name | Meaning / definition | Example |
---|---|---|---|
∠ | angle | formed by two rays | ∠ABC = 30º |
measured angle | ABC = 30º | ||
spherical angle | AOB = 30º | ||
∟ | right angle | = 90º | α = 90º |
º | degree | 1 turn = 360º | α = 60º |
´ | arcminute | 1º = 60´ | α = 60º59′ |
´´ | arcsecond | 1´ = 60´´ | α = 60º59’59” |
line | infinite line | ||
AB | line segment | line from point A to point B | |
ray | line that start from point A | ||
arc | arc from point A to point B | = 60º | |
| | perpendicular | perpendicular lines (90º angle) | AC | BC |
|| | parallel | parallel lines | AB || CD |
≅ | congruent to | equivalence of geometric shapes and size | ∆ABC ≅ ∆XYZ |
~ | similarity | same shapes, not same size | ∆ABC ~ ∆XYZ |
Δ | triangle | triangle shape | ΔABC ≅ ΔBCD |
|x–y| | distance | distance between points x and y | | x–y | = 5 |
π | pi constant | π = 3.141592654…is the ratio between the circumference and diameter of a circle | c = π·d = 2·π·r |
rad | radians | radians angle unit | 360º = 2π rad |
grad | grads | grads angle unit | 360º = 400 grad |
Algebra symbols
Symbol | Symbol Name | Meaning / definition | Example |
---|---|---|---|
x | x variable | unknown value to find | when 2x = 4, then x = 2 |
≡ | equivalence | identical to | |
≜ | equal by definition | equal by definition | |
:= | equal by definition | equal by definition | |
~ | approximately equal | weak approximation | 11 ~ 10 |
≈ | approximately equal | approximation | sin(0.01) ≈ 0.01 |
∝ | proportional to | proportional to |
f(x) ∝ g(x) |
∞ | lemniscate | infinity symbol | |
≪ | much less than | much less than | 1 ≪ 1000000 |
≫ | much greater than | much greater than | 1000000 ≫ 1 |
( ) | parentheses | calculate expression inside first | 2 * (3+5) = 16 |
[ ] | brackets | calculate expression inside first | [(1+2)*(1+5)] = 18 |
{ } | braces | set | |
⌊x⌋ | floor brackets | rounds number to lower integer | ⌊4.3⌋= 4 |
⌈x⌉ | ceiling brackets | rounds number to upper integer | ⌈4.3⌉= 5 |
x! | exclamation mark | factorial | 4! = 1*2*3*4 = 24 |
| x | | single vertical bar | absolute value | | -5 | = 5 |
f (x) | function of x | maps values of x to f(x) | f (x) = 3x+5 |
(f ∘g) | function composition |
(f ∘g) (x) = f (g(x)) |
f (x)=3x, g(x)=x-1 ⇒(f ∘g)(x)=3(x-1) |
(a,b) | open interval | (a,b) = {x | a < x < b} | x ∈ (2,6) |
[a,b] | closed interval | [a,b] = {x | a ≤ x ≤ b} | x ∈ [2,6] |
∆ | delta | change / difference | ∆t = t1 – t0 |
∆ | discriminant | Δ = b2 – 4ac | |
∑ | sigma | summation – sum of all values in range of series | ∑ xi= x1+x2+…+xn |
∑∑ | sigma | double summation | |
∏ | capital pi | product – product of all values in range of series | ∏ xi=x1∙x2∙…∙xn |
e | e constant / Euler’s number | e = 2.718281828… | e = lim (1+1/x)x , x→∞ |
γ | Euler-Mascheroni constant | γ = 0.527721566… | |
φ | golden ratio | golden ratio constant | |
π | pi constant | π = 3.141592654…is the ratio between the circumference and diameter of a circle | c = π·d = 2·π·r |
Linear Algebra Symbols
Symbol | Symbol Name | Meaning / definition | Example |
---|---|---|---|
∙ | dot | scalar product | a ∙ b |
× | cross | vector product | a × b |
A⊗B | tensor product | tensor product of A and B | A ⊗ B |
inner product | |||
[ ] | brackets | matrix of numbers | |
( ) | parentheses | matrix of numbers | |
| A | | determinant | determinant of matrix A | |
det(A) | determinant | determinant of matrix A | |
|| x || | double vertical bars | norm | |
A T | transpose | matrix transpose |
(AT)ij = (A)ji |
A † | Hermitian matrix | matrix conjugate transpose |
(A†)ij = (A)ji |
A * | Hermitian matrix | matrix conjugate transpose |
(A*)ij = (A)ji |
A -1 | inverse matrix | A A-1 = I | |
rank(A) | matrix rank | rank of matrix A |
rank(A) = 3 |
dim(U) | dimension | dimension of matrix A |
rank(U) = 3 |
Probability and statistics symbols
Symbol | Symbol Name | Meaning / definition | Example |
---|---|---|---|
P(A) | probability function | probability of event A | P(A) = 0.5 |
P(A ∩ B) | probability of events intersection | probability that of events A and B | P(A∩B) = 0.5 |
P(A ∪ B) | probability of events union | probability that of events A or B | P(A∪B) = 0.5 |
P(A | B) | conditional probability function | probability of event A given event B occured | P(A | B) = 0.3 |
f (x) | probability density function (pdf) | P(a ≤ x ≤ b) = ∫ f (x) dx | |
F(x) | cumulative distribution function (cdf) | F(x) = P(X ≤ x) | |
μ | population mean | mean of population values | μ = 10 |
E(X) | expectation value | expected value of random variable X | E(X) = 10 |
E(X | Y) | conditional expectation | expected value of random variable X given Y | E(X | Y=2) = 5 |
var(X) | variance | variance of random variable X | var(X) = 4 |
σ2 | variance | variance of population values | σ2 = 4 |
std(X) | standard deviation | standard deviation of random variable X | std(X) = 2 |
σX | standard deviation | standard deviation value of random variable X | σX = 2 |
median | middle value of random variable x | ||
cov(X,Y) | covariance | covariance of random variables X and Y | cov(X,Y) = 4 |
corr(X,Y) | correlation | correlation of random variables X and Y | corr(X,Y) = 0.6 |
ρX,Y | correlation | correlation of random variables X and Y | ρX,Y = 0.6 |
∑ | summation | summation – sum of all values in range of series | |
∑∑ | double summation | double summation | |
Mo | mode | value that occurs most frequently in population | |
MR | mid-range |
MR = (xmax+xmin)/2 |
|
Md | sample median | half the population is below this value | |
Q1 | lower / first quartile | 25% of population are below this value | |
Q2 | median / second quartile | 50% of population are below this value = median of samples | |
Q3 | upper / third quartile | 75% of population are below this value | |
x | sample mean | average / arithmetic mean | x = (2+5+9) / 3 = 5.333 |
s 2 | sample variance | population samples variance estimator | s 2 = 4 |
s | sample standard deviation | population samples standard deviation estimator | s = 2 |
zx | standard score |
zx = (x–x) / sx |
|
X ~ | distribution of X | distribution of random variable X | X ~ N(0,3) |
N(μ,σ2) | normal distribution | gaussian distribution | X ~ N(0,3) |
U(a,b) | uniform distribution | equal probability in range a,b | X ~ U(0,3) |
exp(λ) | exponential distribution | f (x) = λe–λx , x≥0 | |
gamma(c, λ) | gamma distribution |
f (x) = λ c xc-1e–λx / Γ(c), x≥0 |
|
χ 2(k) | chi-square distribution |
f (x) = xk/2-1e–x/2 / ( 2k/2 Γ(k/2) ) |
|
F (k1, k2) | F distribution | ||
Bin(n,p) | binomial distribution |
f (k) = nCk pk(1-p)n-k |
|
Poisson(λ) | Poisson distribution |
f (k) = λke–λ / k! |
|
Geom(p) | geometric distribution |
f (k) = p (1-p) k |
|
HG(N,K,n) | hyper-geometric distribution | ||
Bern(p) | Bernoulli distribution |
Combinatorics Symbols
Symbol | Symbol Name | Meaning / definition | Example |
---|---|---|---|
n! | factorial | n! = 1·2·3·…·n | 5! = 1·2·3·4·5 = 120 |
nPk | permutation | 5P3 = 5! / (5-3)! = 60 | |
nCk | combination | 5C3 = 5!/[3!(5-3)!]=10 |
Set theory symbols
Symbol | Symbol Name | Meaning / definition | Example |
---|---|---|---|
{ } | set | a collection of elements | A = {3,7,9,14}, B = {9,14,28} |
A ∩ B | intersection | objects that belong to set A and set B | A ∩ B = {9,14} |
A ∪ B | union | objects that belong to set A or set B | A ∪ B = {3,7,9,14,28} |
A ⊆ B | subset | subset has fewer elements or equal to the set | {9,14,28} ⊆ {9,14,28} |
A ⊂ B | proper subset / strict subset | subset has fewer elements than the set | {9,14} ⊂ {9,14,28} |
A ⊄ B | not subset | left set not a subset of right set | {9,66} ⊄ {9,14,28} |
A ⊇ B | superset | set A has more elements or equal to the set B | {9,14,28} ⊇ {9,14,28} |
A ⊃ B | proper superset / strict superset | set A has more elements than set B | {9,14,28} ⊃ {9,14} |
A ⊅ B | not superset | set A is not a superset of set B | {9,14,28} ⊅ {9,66} |
2A | power set | all subsets of A | |
power set | all subsets of A | ||
A = B | equality | both sets have the same members | A={3,9,14}, B={3,9,14}, A=B |
Ac | complement | all the objects that do not belong to set A | |
A \ B | relative complement | objects that belong to A and not to B | A = {3,9,14}, B = {1,2,3}, A-B = {9,14} |
A – B | relative complement | objects that belong to A and not to B | A = {3,9,14}, B = {1,2,3}, A-B = {9,14} |
A ∆ B | symmetric difference | objects that belong to A or B but not to their intersection | A = {3,9,14}, B = {1,2,3}, A ∆ B = {1,2,9,14} |
A ⊖ B | symmetric difference | objects that belong to A or B but not to their intersection | A = {3,9,14}, B = {1,2,3}, A ⊖ B = {1,2,9,14} |
a∈A | element of | set membership | A={3,9,14}, 3 ∈ A |
x∉A | not element of | no set membership | A={3,9,14}, 1 ∉ A |
(a,b) | ordered pair | collection of 2 elements | |
A×B | cartesian product | set of all ordered pairs from A and B | |
|A| | cardinality | the number of elements of set A | A={3,9,14}, |A|=3 |
#A | cardinality | the number of elements of set A | A={3,9,14}, #A=3 |
aleph-null | infinite cardinality of natural numbers set | ||
aleph-one | cardinality of countable ordinal numbers set | ||
Ø | empty set | Ø = { } | C = {Ø} |
universal set | set of all possible values | ||
0 | natural numbers / whole numbers set (with zero) | 0 = {0,1,2,3,4,…} | 0 ∈ 0 |
1 | natural numbers / whole numbers set (without zero) | 1 = {1,2,3,4,5,…} | 6 ∈ 1 |
integer numbers set | = {…-3,-2,-1,0,1,2,3,…} | -6 ∈ | |
rational numbers set | = {x | x=a/b, a,b∈} | 2/6 ∈ | |
real numbers set | = {x | -∞ < x <∞} | 6.343434 ∈ | |
complex numbers set | = {z | z=a+bi, -∞<a<∞, -∞<b<∞} | 6+2i ∈ |
Logic symbols
Symbol | Symbol Name | Meaning / definition | Example |
---|---|---|---|
· | and | and | x · y |
^ | caret / circumflex | and | x ^ y |
& | ampersand | and | x & y |
+ | plus | or | x + y |
∨ | reversed caret | or | x ∨ y |
| | vertical line | or | x | y |
x‘ | single quote | not – negation | x‘ |
x | bar | not – negation | x |
¬ | not | not – negation | ¬ x |
! | exclamation mark | not – negation | ! x |
⊕ | circled plus / oplus | exclusive or – xor | x ⊕ y |
~ | tilde | negation | ~ x |
⇒ | implies | ||
⇔ | equivalent | if and only if | |
∀ | for all | ||
∃ | there exists | ||
∄ | there does not exists | ||
∴ | therefore | ||
∵ | because / since |
Calculus & analysis symbols
Symbol | Symbol Name | Meaning / definition | Example |
---|---|---|---|
limit | limit value of a function | ||
ε | epsilon | represents a very small number, near zero | ε → 0 |
e | e constant / Euler’s number | e = 2.718281828… | e = lim (1+1/x)x , x→∞ |
y ‘ | derivative | derivative – Leibniz’s notation | (3x3)’ = 9x2 |
y ” | second derivative | derivative of derivative | (3x3)” = 18x |
y(n) | nth derivative | n times derivation | (3x3)(3) = 18 |
derivative | derivative – Lagrange’s notation | d(3x3)/dx = 9x2 | |
second derivative | derivative of derivative | d2(3x3)/dx2 = 18x | |
nth derivative | n times derivation | ||
time derivative | derivative by time – Newton notation | ||
time second derivative | derivative of derivative | ||
partial derivative | ∂(x2+y2)/∂x = 2x | ||
∫ | integral | opposite to derivation | |
∬ | double integral | integration of function of 2 variables | |
∭ | triple integral | integration of function of 3 variables | |
∮ | closed contour / line integral | ||
∯ | closed surface integral | ||
∰ | closed volume integral | ||
[a,b] | closed interval | [a,b] = {x | a ≤ x ≤ b} | |
(a,b) | open interval | (a,b) = {x | a < x < b} | |
i | imaginary unit | i ≡ √-1 | z = 3 + 2i |
z* | complex conjugate | z = a+bi → z*=a–bi | z* = 3 + 2i |
z | complex conjugate | z = a+bi → z = a–bi | z = 3 + 2i |
∇ | nabla / del | gradient / divergence operator | ∇f (x,y,z) |
vector | |||
unit vector | |||
x * y | convolution | y(t) = x(t) * h(t) | |
Laplace transform | F(s) = {f (t)} | ||
Fourier transform | X(ω) = {f (t)} | ||
δ | delta function | ||
∞ | lemniscate | infinity symbol |
Numeral symbols
Name | European | Roman | Hindu Arabic | Hebrew |
---|---|---|---|---|
zero | 0 | ٠ | ||
one | 1 | I | ١ | א |
two | 2 | II | ٢ | ב |
three | 3 | III | ٣ | ג |
four | 4 | IV | ٤ | ד |
five | 5 | V | ٥ | ה |
six | 6 | VI | ٦ | ו |
seven | 7 | VII | ٧ | ז |
eight | 8 | VIII | ٨ | ח |
nine | 9 | IX | ٩ | ט |
ten | 10 | X | ١٠ | י |
eleven | 11 | XI | ١١ | יא |
twelve | 12 | XII | ١٢ | יב |
thirteen | 13 | XIII | ١٣ | יג |
fourteen | 14 | XIV | ١٤ | יד |
fifteen | 15 | XV | ١٥ | טו |
sixteen | 16 | XVI | ١٦ | טז |
seventeen | 17 | XVII | ١٧ | יז |
eighteen | 18 | XVIII | ١٨ | יח |
nineteen | 19 | XIX | ١٩ | יט |
twenty | 20 | XX | ٢٠ | כ |
thirty | 30 | XXX | ٣٠ | ל |
fourty | 40 | XL | ٤٠ | מ |
fifty | 50 | L | ٥٠ | נ |
sixty | 60 | LX | ٦٠ | ס |
seventy | 70 | LXX | ٧٠ | ע |
eighty | 80 | LXXX | ٨٠ | פ |
ninety | 90 | XC | ٩٠ | צ |
one hundred | 100 | C | ١٠٠ | ק |
Greek alphabet letters
Greek Symbol | Greek Letter Name | English Equivalent | Pronunciation | |
---|---|---|---|---|
Upper Case | Lower Case | |||
Α | α | Alpha | a | al-fa |
Β | β | Beta | b | be-ta |
Γ | γ | Gamma | g | ga-ma |
Δ | δ | Delta | d | del-ta |
Ε | ε | Epsilon | e | ep-si-lon |
Ζ | ζ | Zeta | z | ze-ta |
Η | η | Eta | h | eh-ta |
Θ | θ | Theta | th | te-ta |
Ι | ι | Iota | i | io-ta |
Κ | κ | Kappa | k | ka-pa |
Λ | λ | Lambda | l | lam-da |
Μ | μ | Mu | m | m-yoo |
Ν | ν | Nu | n | noo |
Ξ | ξ | Xi | x | x-ee |
Ο | ο | Omicron | o | o-mee-c-ron |
Π | π | Pi | p | pa-yee |
Ρ | ρ | Rho | r | row |
Σ | σ | Sigma | s | sig-ma |
Τ | τ | Tau | t | ta-oo |
Υ | υ | Upsilon | u | oo-psi-lon |
Φ | φ | Phi | ph | f-ee |
Χ | χ | Chi | ch | kh-ee |
Ψ | ψ | Psi | ps | p-see |
Ω | ω | Omega | o | o-me-ga |
Roman numerals
Number | Roman numeral |
---|---|
0 | not defined |
1 | I |
2 | II |
3 | III |
4 | IV |
5 | V |
6 | VI |
7 | VII |
8 | VIII |
9 | IX |
10 | X |
11 | XI |
12 | XII |
13 | XIII |
14 | XIV |
15 | XV |
16 | XVI |
17 | XVII |
18 | XVIII |
19 | XIX |
20 | XX |
30 | XXX |
40 | XL |
50 | L |
60 | LX |
70 | LXX |
80 | LXXX |
90 | XC |
100 | C |
200 | CC |
300 | CCC |
400 | CD |
500 | D |
600 | DC |
700 | DCC |
800 | DCCC |
900 | CM |
1000 | M |
5000 | V |
10000 | X |
50000 | L |
100000 | C |
500000 | D |
1000000 | M |
END