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  • List of mathematical symbols 1

    List of mathematical symbolsThis is a listing of common symbols found within all branches of mathematics. Each symbol is listed in both HTML,which depends on appropriate fonts being installed, and in TeX, as an image.

    This list is incomplete.

    Symbols

    Symbolin

    HTML

    Symbolin

    TeX

    Name Explanation Examples Read as

    Category

    = equalityis equal to; equalseverywhere

    x= y means x and y represent the same thingor value.

    2= 21+ 1= 2

    inequalityis not equal to; does notequal

    everywhere

    x y means that x and y do not represent thesame thing or value.(The forms !=, /= or are generally used inprogramming languages where ease oftyping 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< 45> 4

    proper subgroup

    is a proper subgroup of

    group theory

    H< G means H is a proper subgroup of G. 5Z< ZA3 < S3

    (very) strict inequality

    is much less than, is muchgreater 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, isof greater order than

    analytic number theory

    f g means the growth of f isasymptotically bounded by g.(This is I. M. Vinogradov's notation. Anothernotation is the Big O notation, which lookslike f= O(g).)

    x ex

    inequality

    is less than or equal to, isgreater 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 = are generally used inprogramming languages where ease oftyping and use of ASCII text is preferred.)

    34 and 5554 and 55

    subgroup

    is a subgroup of

    group theory

    H G means H is a subgroup of G. Z ZA3 S3

    reduction

    is reducible to

    computational complexitytheory

    A B means the problem A can be reducedto the problem B. Subscripts can be added tothe to indicate what kind of reduction.

    If

    then

  • List of mathematical symbols 2

    Karp reductionis Karp reducible to; ispolynomial-time many-one

    reducible to

    computational complexitytheory

    L1 L2 means that the problem L1 is Karpreducible to L2.

    [1]If L1 L2 and L2 P, then L1 P.

    proportionalityis proportional to; varies aseverywhere

    y x means that y = kx for some constant k. if y = 2x, then y x.

    Karp reduction[2]

    is Karp reducible to; ispolynomial-time many-one

    reducible to

    computational complexitytheory

    A B means the problem A can bepolynomially reduced to the problem B.

    If L1 L2 and L2 P, then L1 P.

    + addition plus; addarithmetic

    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 A1and 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)}

    subtractionminus; take; subtractarithmetic

    9 4 means the subtraction of 4 from 9. 8 3 = 5

    negative sign

    negative; minus; theopposite of

    arithmetic

    3 means the negative of the number 3. (5) = 5

    set-theoretic complement

    minus; without

    set theory

    AB means the set that contains all theelements of A that are not in B.( can also be used for set-theoreticcomplement as described below.)

    {1,2,4}{1,3,4}= {2}

  • List of mathematical symbols 3

    multiplicationtimes; multiplied byarithmetic

    3 4 means the multiplication of 3 by 4.(The symbol * is generally used inprogramming languages, where ease oftyping and use of ASCII text is preferred.)

    7 8 = 56

    Cartesian product

    the Cartesian product of ...and ...; the direct product of

    ... and ...

    set theory

    XY means the set of all ordered pairs withthe first element of each pair selected from Xand 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 vectors uand 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 describedbelow, or U(R).

    multiplicationtimes; multiplied byarithmetic

    3 4 means the multiplication of 3 by 4. 7 8 = 56

    dot product

    dot

    linear algebra

    u v means the dot product of vectors u andv

    (1,2,5) (3,4,1) = 6

    division (Obelus)

    divided by; over

    arithmetic

    6 3 or 6 3 means the division of 6 by 3. 2 4 = 0.512 4 = 3

    quotient group

    mod

    group theory

    G/H means the quotient of group G moduloits 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 ~ equivalenceclasses in A.

    If we define ~ by x~y xy , then/~= {x+n: n: x(0,1]}

    plus-minusplus or minusarithmetic

    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 therange from 10 2 to 10 + 2.

    If a = 100 1 mm, then a 99 mm and a 101 mm.

    minus-plusminus or plusarithmetic

    6 (3 5) means both 6 + (3 5) and 6 (3 + 5).

    cos(x y) = cos(x) cos(y) sin(x) sin(y).

  • List of mathematical symbols 4

    square rootthe (principal) square rootof

    real numbers

    means the nonnegative number whosesquare is .

    complex square root

    the (complex) square rootof

    complex numbers

    if is represented in polarcoordinates with , then

    .

    || absolute value or modulusabsolute value of; modulusof

    numbers

    |x| means the distance along the real line (oracross the complex plane) between x andzero.

    |3|= 3|5|= |5|= 5|i| = 1|3 + 4i|= 5

    Euclidean norm orEuclidean length ormagnitude

    Euclidean norm of

    geometry

    |x| means the (Euclidean) length of vector x. For x= (3,-4)

    determinant

    determinant of

    matrix theory

    |A| means the determinant of the matrix A

    cardinality

    cardinality of; size of; orderof

    set theory

    |X| means the cardinality of the set X.(# may be used instead as described below.)

    |{3, 5, 7, 9}|= 4.

    |||| normnorm of; length oflinear algebra

    ||x|| means the norm of the element x of anormed vector space.[3]

    ||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.ab means a does not divide b.(This symbol can be difficult to type, and itsnegation is rare, so a regular but slightlyshorter vertical bar | character can be used.)

    Since 15 = 35, it is true that 3|15 and 5|15.

    conditional probability

    given

    probability

    P(A|B) means the probability of the event aoccurring given that b occurs.

    if X is a uniformly random day of the year P(X is May 25 | X isin May) = 1/31

    restriction

    restriction of to ;restricted to

    set theory

    f|A means the function f restricted to the setA, that is, it is the function with domainAdom(f) that agrees with f.

    The function f:RR defined by f(x)= x2 is not injective, butf|

    R+ is injective.

    such that

    such that; so that

    everywhere

    | means such that, see ":" (describedbelow).

    S = {(x,y) | 0 < y < f(x)}The set of (x,y) such that y is greater than 0 and less than f(x).

  • List of mathematical symbols 5

    || parallel is parallel togeometry

    x||y means x is parallel to y. If l||m and mn then ln.

    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 n but pa+1 does not).23||360.

    # cardinalitycardinality of; size of; orderof

    set theory

    #X means the cardinality of the set X.(|| may be used instead as describedabove.)

    #{4, 6, 8}= 3

    connected sum

    connected sum of; knotsum 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 denotesthe knot sum, which has a slightly strongercondition.

    A#Sm is homeomorphic to A, for any manifold A, and the sphereSm.

    aleph numberalephset theory

    represents an infinite cardinality(specifically, the -th one, where is anordinal).

    || = 0, which is called aleph-null.

    beth numberbethset theory

    represents an infinite cardinality (similarto , but does not necessarily index all ofthe numbers indexed by . ).

    cardinality of thecontinuumcardinality of the

    continuum; cardinality ofthe real numbers; c;

    set theory

    The cardinality of is denoted by orby the symbol (a lowercase Fraktur letterC).

    : such thatsuch that; so thateverywhere

    : means such that, and is used in proofs andthe set-builder notation (described below).

    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.

    :

    inner product of matrices

    inner product of

    linear algebra

    A : B means the Frobenius inner product ofthe matrices A and B.The general inner product is denoted byu,v, u|v or (u|v), as described below.For spatial vectors, the dot product notation,xy 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 isthe "relative size" of H in G: equivalently,the number of "copies" (cosets) of H that fillup G

  • List of mathematical symbols 6

    ! factorial factorialcombinatorics

    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 isfalse.A slash placed through another operator isthe same as "!" placed in front.(The symbol ! is primarily from computerscience. It is avoided in mathematical texts,where the notation A is preferred.)

    !(!A)Axy !(x=y)

    ~ probability distributionhas distributionstatistics

    X ~ D, means the random variable X has theprobability 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 usinga series of elementary row operations on A

    same order of magnitude

    roughly similar; poorlyapproximates

    approximation theory

    m~n means the quantities m and n have thesame order of magnitude, or general size.(Note that ~ is used for an approximationthat is poor, otherwise use .)

    2~589~ 100but 2 10

    asymptotically equivalent

    is asymptotically equivalentto

    asymptotic analysis

    f~g means .x~x+1

    equivalence relation

    are in the same equivalenceclass

    everywhere

    a~b means (and equivalently).

    1~5 mod 4

    approximately equalis approximately equal toeverywhere

    xy means x is approximately equal to y. 3.14159

    isomorphism

    is isomorphic to

    group theory

    GH means that group G is isomorphic(structurally identical) to group H.( can also be used for isomorphic, asdescribed below.)

    Q/{1,1} V,where Q is the quaternion group and V is the Klein four-group.

    wreath productwreath product of by group theory

    AH means the wreath product of the groupA by the group H.This may also be written Awr H.

    is isomorphic to the automorphism group of thecomplete bipartite graph on (n,n) vertices.

    normal subgroup

    is a normal subgroup of

    group theory

    NG means that N is a normal subgroup ofgroup G.

    Z(G)G

    ideal

    is an ideal of

    ring theory

    IR means that I is an ideal of ring R. (2)Z

    antijoin

    the antijoin of

    relational algebra

    RS means the antijoin of the relations Rand S, the tuples in R for which there is not atuple in S that is equal on their commonattribute names.

    R S = R - R S

  • List of mathematical symbols 7

    semidirect product

    the semidirect product of

    group theory

    N H is the semidirect product of N (anormal subgroup) and H (a subgroup), withrespect to . Also, if G= N H, then G issaid 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 R and S,the set of all tuples in R for which there is atuple in S that is equal on their commonattribute names.

    R S = a1,..,an(R S)

    natural jointhe natural join ofrelational algebra

    R S is the natural join of the relations Rand S, the set of all combinations of tuples inR and S that are equal on their commonattribute names.

    thereforetherefore; so; henceeverywhere

    Sometimes used in proofs before logicalconsequences.

    All humans are mortal. Socrates is a human. Socrates ismortal.

    becausebecause; sinceeverywhere

    Sometimes used in proofs before reasoning. 3331 is prime it has no positive integer factors other than itselfand one.

    end of proof

    QED; tombstone; Halmossymbol

    everywhere

    Used to mark the end of a proof.(May also be written Q.E.D.)

    material implication

    implies; if thenpropositional 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 havethe meaning for functions given below.)( may mean the same as ,[4] or it mayhave 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).

    material equivalence

    if and only if; iff

    propositional logic

    A B means A is true if B is true and A isfalse if B is false.

    x+ 5= y+ 2 x+ 3= y

    logical negation

    not

    propositional logic

    The statement A is true if and only if A isfalse.A slash placed through another operator isthe same as "" placed in front.(The symbol ~ has many other uses, so orthe slash notation is preferred. Computerscientists will often use ! but this is avoidedin mathematical texts.)

    (A) Axy (x= y)

  • List of mathematical symbols 8

    logical conjunction or meetin a latticeand; min; meet

    propositional logic, latticetheory

    The statement A B is true if A and B areboth true; else it is false.For functions A(x) and B(x), A(x) B(x) isused to mean min(A(x), B(x)).

    n< 4 n>2 n= 3 when n is a natural number.

    wedge product

    wedge product; exteriorproduct

    linear algebra

    u v means the wedge product of vectors uand v. This generalizes the cross product tohigher dimensions.(For vectors in R3, can also be used.)

    exponentiation

    (raised) to the power of

    everywhere

    a ^ b means a raised to the power of b(a ^ b is more commonly written ab. Thesymbol ^ is generally used in programminglanguages where ease of typing and use ofplain ASCII text is preferred.)

    2^3 = 23 = 8

    logical disjunction or joinin a latticeor; max; join

    propositional logic, latticetheory

    The statement A B is true if A or B (orboth) are true; if both are false, the statementis false.For functions A(x) and B(x), A(x) B(x) isused 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 orB, but not both, are true. A B means thesame.

    (A) A is always true, A A is always false.

    direct sum

    direct sum of

    abstract algebra

    The direct sum is a special way ofcombining several objects into one generalobject.(The bun symbol , or the coproduct symbol, is used; is only for logic.)

    Most commonly, for vector spaces U, V, and W, the followingconsequence is used:U = V W (U = V + W) (V W = {0})

    universal quantificationfor all; for any; for eachpredicate logic

    x: P(x) means P(x) is true for all x. n: n2 n.

    existential quantificationthere exists; there is; thereare

    predicate logic

    x: P(x) means there is at least one x suchthat P(x) is true.

    n: n is even.

    ! uniqueness quantificationthere exists exactly onepredicate logic

    !x: P(x) means there is exactly one x suchthat P(x) is true.

    !n: n+ 5= 2n.

    =::=

    :

    definition

    is defined as; is equal bydefinition to

    everywhere

    x:= y, y=: x or x y means x is defined tobe another name for y, under certainassumptions taken in context.(Some writers use to mean congruence).P: Q means P is defined to be logicallyequivalent to Q.

  • List of mathematical symbols 9

    congruenceis congruent togeometry

    ABC DEF means triangle ABC iscongruent to (has the same measurements as)triangle DEF.

    isomorphic

    is isomorphic to

    abstract algebra

    GH means that group G is isomorphic(structurally identical) to group H.( can also be used for isomorphic, asdescribed above.)

    .

    congruence relation... is congruent to ...modulo ...

    modular arithmetic

    a b (mod n) means a b is divisible by n 5 2 (mod 3)

    {,} set bracketsthe set of set theory

    {a,b,c} means the set consisting of a, b, andc.[5]

    = {1, 2, 3, }

    {:}{|}

    set builder notation

    the set of such thatset theory

    {x: P(x)} means the set of all x for whichP(x) is true.[5] {x| P(x)} is the same as {x:P(x)}.

    {n: n2

  • List of mathematical symbols 10

    set-theoretic complementminus; withoutset theory

    AB means the set that contains all thoseelements of A that are not in B.[6]

    ( can also be used for set-theoreticcomplement as described above.)

    {1,2,3,4}{3,4,5,6}= {1,2}

    function arrowfrom toset theory, type theory

    f:X Y means the function f maps the set Xinto the set Y.

    Let f:{0} be defined by f(x):= x2.

    function arrowmaps toset theory

    f:a b means the function f maps theelement a to the element b.

    Let f:xx+1 (the successor function).

    function compositioncomposed withset theory

    fg is the function, such that (fg)(x) =f(g(x)).[7]

    if f(x) := 2x, and g(x) := x + 3, then (fg)(x) = 2(x + 3).

    N

    natural numbers

    N; the (set of) naturalnumbers

    numbers

    N means either {0, 1, 2, 3, ...} or {1, 2, 3,...}.The choice depends on the area ofmathematics being studied; e.g. numbertheorists prefer the latter; analysts, settheorists and computer scientists prefer theformer. To avoid confusion, always check anauthor's definition of N.Set theorists often use the notation (forleast infinite ordinal) to denote the set ofnatural numbers (including zero), along withthe standard ordering relation .

    = {|a|: a } or = {|a|>0: a }

    Z

    integers

    Z; the (set of) integers

    numbers

    means {..., 3, 2, 1, 0, 1, 2, 3, ...}. + or> means {1, 2, 3, ...}. * or means {0, 1,2, 3, ...}.

    = {p,p: p {0} }

    npZnZp

    integers mod n

    Zn; the (set of) integersmodulo n

    numbers

    n means {[0], [1], [2], ...[n1]} withaddition and multiplication modulo n.Note that any letter may be used instead of n,such as p. To avoid confusion with p-adicnumbers, use /p or /(p) instead.

    3= {[0], [1], [2]}

    p-adic integers

    the (set of) p-adic integers

    numbers

    Note that any letter may be used instead of p,such as n or l.

    P

    projective space

    P; the projective space, theprojective line, the

    projective plane

    topology

    means a space with a point at infinity. ,

    probability

    the probability of

    probability theory

    (X) means the probability of the event Xoccurring.This may also be written as P(X), Pr(X), P[X]or Pr[X].

    If a fair coin is flipped, (Heads)= (Tails)= 0.5.

    Q

    rational numbers

    Q; the (set of) rationalnumbers; the rationals

    numbers

    means {p/q: p, q}. 3.14000...

  • List of mathematical symbols 11

    R

    real numbers

    R; the (set of) real numbers;the reals

    numbers

    means the set of real numbers. (1)

    C

    complex numbers

    C; the (set of) complexnumbers

    numbers

    means {a+bi: a,b}. i= (1)

    H

    quaternions or Hamiltonianquaternions

    H; the (set of) quaternions

    numbers

    means {a+bi+cj+dk: a,b,c,d}.

    O Big O notationbig-oh ofComputational complexity

    theory

    The Big O notation describes the limitingbehavior of a function, when the argumenttends towards a particular value or infinity.

    If f(x) = 6x4 2x3 + 5 and g(x) = x4 , then

    infinity infinitynumbers

    is an element of the extended number linethat is greater than all real numbers; it oftenoccurs in limits.

    floorfloor; greatest integer;entier

    numbers

    x means the floor of x, i.e. the largestinteger less than or equal to x.(This may also be written [x], floor(x) orint(x).)

    4 = 4, 2.1 = 2, 2.9 = 2, 2.6 = 3

    ceiling ceilingnumbers

    x means the ceiling of x, i.e. the smallestinteger greater than or equal to x.(This may also be written ceil(x) orceiling(x).)

    4 = 4, 2.1 = 3, 2.9 = 3, 2.6 = 2

    nearest integer functionnearest integer tonumbers

    x means the nearest integer to x.(This may also be written [x], ||x||, nint(x) orRound(x).)

    2 = 2, 2.6 = 3, -3.4 = -3, 4.49 = 4

    [:] degree of a field extensionthe degree offield theory

    [K : F] means the degree of the extension K :F.

    [(2) : ] = 2[ : ] = 2[ : ] =

  • List of mathematical symbols 12

    [][,][,,]

    equivalence class

    the equivalence class of

    abstract algebra

    [a] means the equivalence class of a, i.e. {x:x~ a}, where ~ is an equivalence relation.[a]R means the same, but with R as theequivalence relation.

    Let a~ b be true iff a b(mod5). Then [2]= {, 8, 3, 2, 7,}.

    floor

    floor; greatest integer;entier

    numbers

    [x] means the floor of x, i.e. the largestinteger less than or equal to x.(This may also be written x, floor(x) orint(x). Not to be confused with the nearestinteger function, as described below.)

    [3] = 3, [3.5] = 3, [3.99] = 3, [3.7] = 4

    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). Not to be confused with the floorfunction, as described above.)

    [2] = 2, [2.6] = 3, [-3.4] = -3, [4.49] = 4

    Iverson bracket

    1 if true, 0 otherwise

    propositional logic

    [S] maps a true statement S to 1 and a falsestatement S to 0.

    [0=5]=0, [7>0]=1, [2{2,3,4}]=1, [5{2,3,4}]=0

    image

    image of under everywhere

    f[X] means { f(x): x X }, the image of thefunction f under the set X dom(f).(This may also be written as f(X) if there isno risk of confusing the image of f under Xwith the function application f of X. Anothernotation is Imf, the image of f under itsdomain.)

    closed interval

    closed interval

    order theory

    . 0 and 1/2 are in the interval [0,1].

    commutator

    the commutator of

    group theory, ring theory

    [g,h] = g1h1gh (or ghg1h1), if g, h G(a group).[a,b]= ab ba, if a, b R (a ring orcommutative algebra).

    xy = x[x,y] (group theory).[AB,C] = A[B,C]+ [A,C]B (ring theory).

    triple scalar product

    the triple scalar product of

    vector calculus

    [a,b,c]= a b c, the scalar product ofab with c.

    [a,b,c]= [b,c,a]= [c,a,b].

  • List of mathematical symbols 13

    ()( , )

    function application

    of

    set theory

    f(x) means the value of the function f at theelement x.

    If f(x):= x2, then f(3)= 32= 9.

    image

    image of under everywhere

    f(X) means { f(x): x X }, the image of thefunction f under the set X dom(f).(This may also be written as f[X] if there is arisk of confusing the image of f under X withthe function application f of X. Anothernotation is Imf, the image of f under itsdomain.)

    combinations

    (from) n choose r

    combinatorics

    means the number of combinations of

    r elements drawn from a set of n elements.(This may also be written as nCr.)

    precedence grouping

    parentheses

    everywhere

    Perform the operations inside theparentheses first.

    (8/4)/2= 2/2= 1, but 8/(4/2)= 8/2= 4.

    tuple

    tuple; n-tuple; orderedpair/triple/etc; row vector;

    sequence

    everywhere

    An ordered list (or sequence, or horizontalvector, or row vector) of values. (Note thatthe notation (a,b) is ambiguous: it could bean ordered pair or an open interval. Settheorists and computer scientists often useangle brackets instead of parentheses.)

    (a, b) is an ordered pair (or 2-tuple).

    (a, b, c) is an ordered triple (or 3-tuple).

    ( ) is the empty tuple (or 0-tuple).

    highest common factor

    highest common factor;greatest common divisor;

    hcf; gcd

    number theory

    (a, b) means the highest common factor of aand b.(This may also be written hcf(a, b) or gcd(a,b).)

    (3, 7) = 1 (they are coprime); (15, 25) = 5.

    (,)],[

    open interval

    open interval

    order theory

    . (Notethat the notation (a,b) is ambiguous: it couldbe an ordered pair or an open interval. Thenotation ]a,b[ can be used instead.)

    4 is not in the interval (4, 18). (0, +) equals the set of positivereal numbers.

    (,]],]

    left-open interval

    half-open interval;left-open interval

    order theory

    . (1, 7] and (, 1]

    [,)[,[

    right-open interval

    half-open interval;right-open interval

    order theory

    . [4, 18) and [1, +)

  • List of mathematical symbols 14

    ,

    inner product

    inner product of

    linear algebra

    u,v means the inner product of u and v,where u and v are members of an innerproduct space.Note that the notation u, v may beambiguous: it could mean the inner productor the linear span.There are many variants of the notation,such as u|v and (u|v), which aredescribed below. For spatial vectors, the dotproduct notation, xy is common. Formatrices, the colon notation A:B may beused. As and can be hard to type, themore keyboard friendly forms < and > aresometimes seen. These are avoided inmathematical texts.

    The standard inner product between two vectors x=(2,3) andy=(1,5) is:x,y=21+35= 13

    average

    average of

    statistics

    let S be a subset of N for example, represents the average of all the element inS.

    for a time series :g(t) (t = 1, 2,...) we can define the structurefunctions Sq( ):

    linear span

    (linear) span of;linear hull of

    linear algebra

    S means the span of S V. That is, it is theintersection of all subspaces of V whichcontain S.u1,u2,is shorthand for {u1,u2,}.Note that the notation u,v may beambiguous: it could mean the inner productor the linear span.The span of S may also be written as Sp(S).

    .

    subgroup generated by a set

    the subgroup generated by

    group theory

    means the smallest subgroup of G(where S G, a group) containing everyelement of S.

    is shorthand for .

    In S3, and.

    tuple

    tuple; n-tuple; orderedpair/triple/etc; row vector;

    sequence

    everywhere

    An ordered list (or sequence, or horizontalvector, or row vector) of values. (Thenotation (a,b) is often used as well.)

    is an ordered pair (or 2-tuple). is an orderedtriple (or 3-tuple).

    is the empty tuple (or 0-tuple).

    |(|)

    inner product

    inner product of

    linear algebra

    u|v means the inner product of u and v,where u and v are members of an innerproduct space.[8] (u|v) means the same.Another variant of the notation is u,vwhich is described above. For spatialvectors, the dot product notation, xy iscommon. For matrices, the colon notationA:B may be used. As and can be hard totype, the more keyboard friendly forms are sometimes seen. These areavoided in mathematical texts.

    | ket vectorthe ket ; the vector Dirac notation

    | means the vector with label , which isin a Hilbert space.

    A qubit's state can be represented as |0+ |1, where and are complex numbers s.t. ||2+ ||2= 1.

    | bra vectorthe bra ; the dual of Dirac notation

    | means the dual of the vector |, a linearfunctional which maps a ket | onto theinner product |.

  • List of mathematical symbols 15

    summationsum over from to of

    arithmetic

    means a1+ a2+ + an. = 12+ 22+ 32+ 42

    = 1+ 4+ 9+ 16= 30

    productproduct over from to of

    arithmetic

    means a1a2an. = (1+2)(2+2)(3+2)(4+2)

    = 3 4 5 6= 360

    Cartesian product

    the Cartesian product of;the direct product of

    set theory

    means the set of all (n+1)-tuples

    (y0, , yn).

    coproductcoproduct over from to of

    category theory

    A general construction which subsumes thedisjoint union of sets and of topologicalspaces, the free product of groups, and thedirect sum of modules and vector spaces.The coproduct of a family of objects isessentially the "least specific" object towhich each object in the family admits amorphism.

    derivative prime;derivative of

    calculus

    f(x) means the derivative of the function f atthe point x, i.e., the slope of the tangent to fat x.(The single-quote character ' is sometimesused instead, especially in ASCII text.)

    If f(x):=x2, then f(x)=2x

    derivative dot;time derivative of

    calculus

    means the derivative of x with respect totime. That is .

    If x(t):=t2, then .

    indefinite integral orantiderivativeindefinite integral ofthe antiderivative of

    calculus

    f(x)dx means a function whose derivativeis f.

    x2dx= x3/3 + C

    definite integral

    integral from to of with respect to

    calculus

    abf(x)dx means the signed area between

    the x-axis and the graph of the function fbetween x= a and x= b.

    abx2dx= b3/3 a3/3;

    line integral

    line/path/curve integral of along

    calculus

    Cfds means the integral of f along thecurve C, , where r is

    a parametrization of C.(If the curve is closed, the symbol may beused instead, as described below.)

  • List of mathematical symbols 16

    Contour integral or closedline integralcontour integral of

    calculus

    Similar to the integral, but used to denote asingle integration over a closed curve orloop. It is sometimes used in physics textsinvolving equations regarding Gauss's Law,and while these formulas involve a closedsurface integral, the representations describeonly the first integration of the volume overthe enclosing surface. Instances where thelatter requires simultaneous doubleintegration, the symbol would be moreappropriate. A third related symbol is theclosed volume integral, denoted by thesymbol . The contour integral can alsofrequently be found with a subscript capitalletter C, C, denoting that a closed loopintegral is, in fact, around a contour C, orsometimes dually appropriately, a circle C.In representations of Gauss's Law, asubscript capital S, S, is used to denote thatthe integration is over a closed surface.

    If C is a Jordan curve about 0, then .

    gradientdel, nabla, gradient ofvector calculus

    f (x1, , xn) is the vector of partialderivatives (f / x1, , f / xn).

    If f (x,y,z) := 3xy + z, then f=(3y, 3x, 2z)

    divergence

    del dot, divergence of

    vector calculus

    If , then .

    curl

    curl of

    vector calculus

    If , then .

    partial derivativepartial, dcalculus

    f/xi means the partial derivative of f withrespect to xi, where f is a function on (x1, ,xn).

    If f(x,y) := x2y, then f/x = 2xy

    boundary

    boundary of

    topology

    M means the boundary of M {x : ||x|| 2} = {x : ||x|| = 2}

    degree of a polynomial

    degree of

    algebra

    f means the degree of the polynomial f.(This may also be written deg f.)

    (x2 1) = 2

    delta delta; change incalculus

    x means a (non-infinitesimal) change in x.(If the change becomes infinitesimal, andeven d are used instead. Not to be confusedwith the symmetric difference, written ,above.)

    is the gradient of a straight line

    Laplacian

    Laplace operator

    vector calculus

    The Laplace operator is a second orderdifferential operator in n-dimensionalEuclidean space

    If is a twice-differentiable real-valued function, then theLaplacian of is defined by

  • List of mathematical symbols 17

    Dirac delta functionDirac delta ofhyperfunction

    (x)

    Kronecker delta

    Kronecker delta of

    hyperfunction

    ij

    projectionProjection ofrelational algebra

    restricts to theattribute set.

    Pi

    3.1415926_ or 227Used in various formulas involving circles; is equivalent to the amount of area a circlewould take up in a square of equal widthwith an area of 4 square units, roughly3.14/4. It is also the ratio of thecircumference to the diameter of a circle.

    A=R2=314.16R=10

    selectionSelection ofrelational algebra

    The selection selects all thosetuples in for which holds between the

    and the attribute. The selectionselects all those tuples in for

    which holds between the attribute andthe value .

  • List of mathematical symbols 18

    perpendicularis perpendicular togeometry

    xy means x is perpendicular to y; or moregenerally x is orthogonal to y.

    If lm and mn in the plane then l||n.

    orthogonal complement

    orthogonal/perpendicularcomplement of; perp

    linear algebra

    W means the orthogonal complement of W(where W is a subspace of the inner productspace V), the set of all vectors in Vorthogonal to every vector in W.

    Within , .

    coprime

    is coprime to

    number theory

    xy means x has no factor greater than 1 incommon with y.

    34 55.

    independent

    is independent of

    probability

    AB means A is an event whose probabilityis independent of event B.

    If AB, then P(A|B) = P(A).

    bottom element

    the bottom element

    lattice theory

    means the smallest element of a lattice. x: x=

    bottom type

    the bottom type; bot

    type theory

    means the bottom type (a.k.a. the zero typeor empty type); bottom is the subtype ofevery type in the type system.

    types T,

  • List of mathematical symbols 19

    * multiplicationtimes; multiplied byarithmetic

    a*b means the product of a and b.(Multiplication can also be denoted with or , or even simple juxtaposition. * isgenerally used where ease of typing and useof ASCII text is preferred, such asprogramming languages.)

    4 * 3 means the product of 4 and 3, or 12.

    convolution

    convolution, convolvedwith

    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 describedabove, or U(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 hypernatural numbers.

    Hodge dual

    Hodge dual, Hodge star

    linear algebra

    *v means the Hodge dual of a vector v. If v isa k-vector within an n-dimensional orientedinner product space, then *v is an(nk)-vector.

    If are the standard basis vectors of ,

    o Hadamard productentrywise productlinear algebra

    For two matrices (or vectors) of the samedimensions the Hadamardproduct is a matrix of the same dimensions

    with elements given by. This is

    often used in matrix based programmingsuch as MATLAB where the operation isdone by A.*B

    x mean overbar, barstatistics

    (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.)

    .

    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) or Cl(S).

    In the space of the real numbers, (the rational numbersare dense in the real numbers).

  • List of mathematical symbols 20

    VariationsIn mathematics written in Arabic, some symbols may be reversed to make right-to-left(boustrophedon) writing andreading easier. [11]

    References[1] Rnyai, Lajos (1998), Algoritmusok(Algorithms), TYPOTEX, ISBN963-9132-16-0[2] Berman, Kenneth A; Paul, Jerome L. (2005), Algorithms: Sequential, Parallel, and Distributed, Boston: Course Technology, p.822,

    ISBN0-534-42057-5[3] Nielsen, Michael A; Chuang, Isaac L (2000), Quantum Computation and Quantum Information, New York: Cambridge University Press,

    p.66, ISBN0-521-63503-9, OCLC43641333[4] Copi, Irving M.; Cohen, Carl (1990) [1953], "Chapter 8.3: Conditional Statements and Material Implication", Introduction to Logic (8th ed.),

    New York: Macmillan, pp.268269, ISBN0023250356, LCCN89-37742[5] Goldrei, Derek (1996), Classic Set Theory, London: Chapman and Hall, p.3, ISBN0-412-60610-0[6] Goldrei, Derek (1996), Classic Set Theory, London: Chapman and Hall, p.4, ISBN0-412-60610-0[7] Goldrei, Derek (1996), Classic Set Theory, London: Chapman and Hall, p.5, ISBN0-412-60610-0[8] Nielsen, Michael A; Chuang, Isaac L (2000), Quantum Computation and Quantum Information, New York: Cambridge University Press,

    p.62, ISBN0-521-63503-9, OCLC43641333[9] Nielsen, Michael A; Chuang, Isaac L (2000), Quantum Computation and Quantum Information, New York: Cambridge University Press,

    pp.6970, ISBN0-521-63503-9, OCLC43641333[10] Nielsen, Michael A; Chuang, Isaac L (2000), Quantum Computation and Quantum Information, New York: Cambridge University Press,

    pp.7172, ISBN0-521-63503-9, OCLC43641333[11] M. Benatia, A. Lazrik, and K. Sami, " Arabic mathematical symbols in Unicode (http:/ / www. ucam. ac. ma/ fssm/ rydarab/ doc/ expose/

    unicodeme. pdf)", 27th Internationalization and Unicode Conference, 2005.

    External links The complete set of mathematics Unicode characters (http:/ / krestavilis. com/ math. php) Jeff Miller: Earliest Uses of Various Mathematical Symbols (http:/ / jeff560. tripod. com/ mathsym. html) Numericana: Scientific Symbols and Icons (http:/ / www. numericana. com/ answer/ symbol. htm) TCAEP - Institute of Physics (http:/ / www. tcaep. co. uk/ science/ symbols/ maths. htm) GIF and PNG Images for Math Symbols (http:/ / us. metamath. org/ symbols/ symbols. html) Mathematical Symbols in Unicode (http:/ / tlt. psu. edu/ suggestions/ international/ bylanguage/ math.

    html#browsers) Using Greek and special characters from Symbol font in HTML (http:/ / www. alanwood. net/ demos/ symbol.

    html) Unicode Math Symbols (http:/ / www. vex. net/ ~trebla/ symbols/ select. html) - a quick form for using unicode

    math symbols. DeTeXify handwritten symbol recognition (http:/ / detexify. kirelabs. org/ classify. html) doodle a symbol in

    the box, and the program will tell you what its name isSome Unicode charts of mathematical operators: Index of Unicode symbols (http:/ / www. unicode. org/ charts/ #symbols) Range 2100 214F: Letterlike Symbols (http:/ / www. unicode. org/ charts/ PDF/ U2100. pdf) Range 2190 21FF: Arrows (http:/ / www. unicode. org/ charts/ PDF/ U2190. pdf) Range 2200 22FF: Unicode Mathematical Operators (http:/ / www. unicode. org/ charts/ PDF/ U2200. pdf)Some Unicode cross-references: Short list of commonly used LaTeX symbols (http:/ / www. artofproblemsolving. com/ Wiki/ index. php/

    LaTeX:Symbols) and Comprehensive LaTeX Symbol List (http:/ / mirrors. med. harvard. edu/ ctan/ info/symbols/ comprehensive/ )

    MathML Characters (http:/ / www. robinlionheart. com/ stds/ html4/ entities-mathml) - sorts out Unicode, HTMLand MathML/TeX names on one page

  • List of mathematical symbols 21

    Unicode values and MathML names (http:/ / www. w3. org/ TR/ REC-MathML/ chap6/ bycodes. html) Unicode values and Postscript names (http:/ / svn. ghostscript. com/ ghostscript/ branches/ gs-db/ Resource/

    Decoding/ Unicode) from the source code for Ghostscript

  • Article Sources and Contributors 22

    Article Sources and ContributorsList of mathematical symbols Source: http://en.wikipedia.org/w/index.php?oldid=441263636 Contributors: 12jbooher, ABCD, AK Auto, Acroterion, Agent Foxtrot, Alan Liefting, Alex43223,Alison22, Alksentrs, Alpharigel, Ancheta Wis, AndrewHowse, Anomalocaris, Anonymous Dissident, ArnoldReinhold, Ashleycocks, AugPi, Avraham, AxelBoldt, BAxelrod, Bart133,Belovedfreak, BenFrantzDale, BenKovitz, Berteun, BiT, Bkell, Bkkbrad, Blokkendoos, Bonus Onus, Boud, Bryan Derksen, Btipling, Bwholm, CBM, CRGreathouse, Calrfa Wn, Camembert,CanisRufus, Capitalist, Charles Matthews, Church of emacs, ColinHelvensteijn, Computer97, Corti, Courcelles, DA3N, DARTH SIDIOUS 2, DRLB, Daniel Brockman, Dave R Barton, DavidShay, David spector, DavidHouse, Deagle AP, Decltype, Dicklyon, Dominus, DonkeyKong64, Dysprosia, EagleFan, Eclecticology, Efnar, Elano, Epbr123, Erik Postma, Estel, Fixblor, Flinx,Fredrik, Furrykef, G716, Giftlite, Gowdasathish, Gregbard, Gremagor, Greswik, Gurch, H2g2bob, Hbent, Hekerui, Hoot, Hu12, Hult041956, HumbleGod, IMacWin95, Iceera88, IdLoveOne,Ideyal, Imaginationac, Innotata, InverseHypercube, Itub, Jadony, Jan1nad, JanGB, Jaranda, Jbalint, Jbergquist, Jezmck, Jim.belk, Jkmaloo, Joc, JohnyDog, Jokes Free4Me, Josh Parris, Joshdick,[email protected], Jshadias, Julian Mendez, Justin W Smith, KGasso, Karol Langner, Kauffner, Kevinb, KlaudiuMihaila, Knowandgive, Kraftlos, Kuru, Lagelspeil, LakeHMM, Lambiam, LeszekJaczuk, Letdinosaursdie, Lfiguero, Linas, LittleDan, Lohray, Loren.wilton, LutzL, MFNickster, MZMcBride, MagicalPhats, Makeemlighter, Makuabob, Markus Kuhn, MathMartin, Mathaxiom,Maurice Carbonaro, Maxcyber10, Mckee, Melchoir, Mets501, Mfhall, MiNombreDeGuerra, Michael Hardy, Michael miceli, Michiel Helvensteijn, Mikael Hggstrm, Mikay, Mikez,Mindmatrix, Mmortal03, Momojeng, Monedula, MovGP0, Mygerardromance, Myncknm, Mysdaao, N3rd4i, NJA, Navigatr85, Nerd42, Nikola Smolenski, Nilkanthvns, Nima Baghaei,NocNokNeo, Noisy, Nosferattr, NuclearWarfare, Nutiketaiel, OlEnglish, Oleg Alexandrov, OliverTwist, Orz, P0mbal, Pak21, Paolo.dL, Pasixxxx, Patrick, Paul August, PaulTanenbaum,Pfoifry, Phil Boswell, Pizza1512, Pooryorick, PrimeHunter, Pschemp, Psiphiorg, Psource, Psy guy, Puellanivis, Qmark42, QoppaGamma, Quief, Qwertyus, R.e.b., RDBury, RNLion, Rade Kutil,Random user 8384993, Redacteur, Renata3, Rich Farmbrough, Rjwilmsi, RobHar, Robinh, Ronhjones, Ryulong, SMP, Salix alba, Sam Derbyshire, Sam Korn, Sango123, Scientific29, Scott776,Secretlondon, ShelfSkewed, Simonleyton, Skal, Sl, Sligocki, Smmurphy, Special+Utilizator+$, Spoon!, Srleffler, Stevertigo, Strange but untrue, Sunborn, Super-c-sharp, Sverdrup, Tanthanyes,Tauwasser, TedPavlic, Tekhnofiend, Teo64x, Thallinger, Thehotelambush, Thezulu, Thr4wn, Tim Starling, Timothy Clemans, Tizio, Tkuvho, Toby Bartels, Tom Lougheed, Tom harrison,Tresiden, Triwbe, Trovatore, Truthkeeper88, Tumble, Tyomitch, Ulf Karlsson, Vanish2, Voyajer, Wavelength, WhisperToMe, Wigie, WikHead, Wikipelli, Wile E. Heresiarch, WillowW, Writeron wiki, Xantolus, YahoKa, Ybenharim, Yonideworst, Yunesj, Zero0000, Zundark, , 390 anonymous edits

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