In
mathematics, a sequence is an enumerated collection of
objects
Object may refer to:
General meanings
* Object (philosophy), a thing, being, or concept
** Object (abstract), an object which does not exist at any particular time or place
** Physical object, an identifiable collection of matter
* Goal, an ai ...
in which repetitions are allowed and
order
Order, ORDER or Orders may refer to:
* Categorization, the process in which ideas and objects are recognized, differentiated, and understood
* Heterarchy, a system of organization wherein the elements have the potential to be ranked a number of ...
matters. Like a
set
Set, The Set, SET or SETS may refer to:
Science, technology, and mathematics Mathematics
*Set (mathematics), a collection of elements
*Category of sets, the category whose objects and morphisms are sets and total functions, respectively
Electro ...
, it contains
members (also called ''elements'', or ''terms''). The number of elements (possibly
infinite) is called the ''length'' of the sequence. Unlike a set, the same elements can appear multiple times at different positions in a sequence, and unlike a set, the order does matter. Formally, a sequence can be defined as a
function
Function or functionality may refer to:
Computing
* Function key, a type of key on computer keyboards
* Function model, a structured representation of processes in a system
* Function object or functor or functionoid, a concept of object-oriente ...
from
natural numbers (the positions of elements in the sequence) to the elements at each position. The notion of a sequence can be generalized to an
indexed family, defined as a function from an ''arbitrary'' index set.
For example, (M, A, R, Y) is a sequence of letters with the letter 'M' first and 'Y' last. This sequence differs from (A, R, M, Y). Also, the sequence (1, 1, 2, 3, 5, 8), which contains the number 1 at two different positions, is a valid sequence. Sequences can be ''
finite
Finite is the opposite of infinite. It may refer to:
* Finite number (disambiguation)
* Finite set, a set whose cardinality (number of elements) is some natural number
* Finite verb
Traditionally, a finite verb (from la, fīnītus, past particip ...
'', as in these examples, or ''
infinite'', such as the sequence of all
even
Even may refer to:
General
* Even (given name), a Norwegian male personal name
* Even (surname)
* Even (people), an ethnic group from Siberia and Russian Far East
**Even language, a language spoken by the Evens
* Odd and Even, a solitaire game wh ...
positive integers (2, 4, 6, ...).
The position of an element in a sequence is its ''rank'' or ''index''; it is the natural number for which the element is the image. The first element has index 0 or 1, depending on the context or a specific convention. In
mathematical analysis
Analysis is the branch of mathematics dealing with continuous functions, limits, and related theories, such as differentiation, integration, measure, infinite sequences, series, and analytic functions.
These theories are usually studied ...
, a sequence is often denoted by letters in the form of
,
and
, where the subscript ''n'' refers to the ''n''th element of the sequence; for example, the ''n''th element of the
Fibonacci sequence ''
'' is generally denoted as ''
''.
In
computing and
computer science, finite sequences are sometimes called
strings,
words or
lists, the different names commonly corresponding to different ways to represent them in
computer memory
In computing, memory is a device or system that is used to store information for immediate use in a computer or related computer hardware and digital electronic devices. The term ''memory'' is often synonymous with the term ''primary storage ...
; infinite sequences are called
streams
A stream is a continuous body of surface water flowing within the bed and banks of a channel. Depending on its location or certain characteristics, a stream may be referred to by a variety of local or regional names. Long large streams ar ...
. The empty sequence ( ) is included in most notions of sequence, but may be excluded depending on the context.
Examples and notation
A sequence can be thought of as a list of elements with a particular order.
Sequences are useful in a number of mathematical disciplines for studying
functions,
spaces, and other mathematical structures using the
convergence
Convergence may refer to:
Arts and media Literature
*''Convergence'' (book series), edited by Ruth Nanda Anshen
* "Convergence" (comics), two separate story lines published by DC Comics:
**A four-part crossover storyline that united the four Wei ...
properties of sequences. In particular, sequences are the basis for
series
Series may refer to:
People with the name
* Caroline Series (born 1951), English mathematician, daughter of George Series
* George Series (1920–1995), English physicist
Arts, entertainment, and media
Music
* Series, the ordered sets used in ...
, which are important in
differential equations and
analysis
Analysis ( : analyses) is the process of breaking a complex topic or substance into smaller parts in order to gain a better understanding of it. The technique has been applied in the study of mathematics and logic since before Aristotle (3 ...
. Sequences are also of interest in their own right, and can be studied as patterns or puzzles, such as in the study of
prime numbers.
There are a number of ways to denote a sequence, some of which are more useful for specific types of sequences. One way to specify a sequence is to list all its elements. For example, the first four odd numbers form the sequence (1, 3, 5, 7). This notation is used for infinite sequences as well. For instance, the infinite sequence of positive odd integers is written as (1, 3, 5, 7, ...). Because notating sequences with
ellipsis leads to ambiguity, listing is most useful for customary infinite sequences which can be easily recognized from their first few elements. Other ways of denoting a sequence are discussed after the examples.
Examples
The
prime numbers are the
natural numbers greater than 1 that have no
divisors but 1 and themselves. Taking these in their natural order gives the sequence (2, 3, 5, 7, 11, 13, 17, ...). The prime numbers are widely used in
mathematics, particularly in
number theory where many results related to them exist.
The
Fibonacci numbers comprise the integer sequence whose elements are the sum of the previous two elements. The first two elements are either 0 and 1 or 1 and 1 so that the sequence is (0, 1, 1, 2, 3, 5, 8, 13, 21, 34, ...).
Other examples of sequences include those made up of
rational numbers
In mathematics, a rational number is a number that can be expressed as the quotient or fraction of two integers, a numerator and a non-zero denominator . For example, is a rational number, as is every integer (e.g. ). The set of all rat ...
,
real numbers and
complex numbers
In mathematics, a complex number is an element of a number system that extends the real numbers with a specific element denoted , called the imaginary unit and satisfying the equation i^= -1; every complex number can be expressed in the form a ...
. The sequence (.9, .99, .999, .9999, ...), for instance, approaches the number 1. In fact, every real number can be written as the
limit
Limit or Limits may refer to:
Arts and media
* ''Limit'' (manga), a manga by Keiko Suenobu
* ''Limit'' (film), a South Korean film
* Limit (music), a way to characterize harmony
* "Limit" (song), a 2016 single by Luna Sea
* "Limits", a 2019 ...
of a sequence of rational numbers (e.g. via its
decimal expansion
A decimal representation of a non-negative real number is its expression as a sequence of symbols consisting of decimal digits traditionally written with a single separator:
r = b_k b_\ldots b_0.a_1a_2\ldots
Here is the decimal separator, ...
). As another example,
is the limit of the sequence (3, 3.1, 3.14, 3.141, 3.1415, ...), which is increasing. A related sequence is the sequence of decimal digits of , that is, (3, 1, 4, 1, 5, 9, ...). Unlike the preceding sequence, this sequence does not have any pattern that is easily discernible by inspection.
Another example of sequences is a sequence of functions, where each member of the sequence is a function whose shape is determined by a natural number indexing that function.
The
On-Line Encyclopedia of Integer Sequences comprises a large list of examples of integer sequences.
Indexing
Other notations can be useful for sequences whose pattern cannot be easily guessed or for sequences that do not have a pattern such as the digits of
. One such notation is to write down a general formula for computing the ''n''th term as a function of ''n'', enclose it in parentheses, and include a subscript indicating the set of values that ''n'' can take. For example, in this notation the sequence of even numbers could be written as
. The sequence of squares could be written as
. The variable ''n'' is called an
index
Index (or its plural form indices) may refer to:
Arts, entertainment, and media Fictional entities
* Index (''A Certain Magical Index''), a character in the light novel series ''A Certain Magical Index''
* The Index, an item on a Halo megastru ...
, and the set of values that it can take is called the
index set
In mathematics, an index set is a set whose members label (or index) members of another set. For instance, if the elements of a set may be ''indexed'' or ''labeled'' by means of the elements of a set , then is an index set. The indexing consis ...
.
It is often useful to combine this notation with the technique of treating the elements of a sequence as individual variables. This yields expressions like
, which denotes a sequence whose ''n''th element is given by the variable
. For example:
:
One can consider multiple sequences at the same time by using different variables; e.g.
could be a different sequence than
. One can even consider a sequence of sequences:
denotes a sequence whose ''m''th term is the sequence
.
An alternative to writing the domain of a sequence in the subscript is to indicate the range of values that the index can take by listing its highest and lowest legal values. For example, the notation
denotes the ten-term sequence of squares
. The limits
and
are allowed, but they do not represent valid values for the index, only the
supremum
In mathematics, the infimum (abbreviated inf; plural infima) of a subset S of a partially ordered set P is a greatest element in P that is less than or equal to each element of S, if such an element exists. Consequently, the term ''greatest lo ...
or
infimum of such values, respectively. For example, the sequence
is the same as the sequence
, and does not contain an additional term "at infinity". The sequence
is a bi-infinite sequence, and can also be written as
.
In cases where the set of indexing numbers is understood, the subscripts and superscripts are often left off. That is, one simply writes
for an arbitrary sequence. Often, the index ''k'' is understood to run from 1 to ∞. However, sequences are frequently indexed starting from zero, as in
:
In some cases, the elements of the sequence are related naturally to a sequence of integers whose pattern can be easily inferred. In these cases, the index set may be implied by a listing of the first few abstract elements. For instance, the sequence of squares of
odd numbers could be denoted in any of the following ways.
*
*
*
*
*
Moreover, the subscripts and superscripts could have been left off in the third, fourth, and fifth notations, if the indexing set was understood to be the
natural numbers. In the second and third bullets, there is a well-defined sequence
, but it is not the same as the sequence denoted by the expression.
Defining a sequence by recursion
Sequences whose elements are related to the previous elements in a straightforward way are often defined using
recursion. This is in contrast to the definition of sequences of elements as functions of their positions.
To define a sequence by recursion, one needs a rule, called ''recurrence relation'' to construct each element in terms of the ones before it. In addition, enough initial elements must be provided so that all subsequent elements of the sequence can be computed by successive applications of the recurrence relation.
The
Fibonacci sequence is a simple classical example, defined by the recurrence relation
:
with initial terms
and
. From this, a simple computation shows that the first ten terms of this sequence are 0, 1, 1, 2, 3, 5, 8, 13, 21, and 34.
A complicated example of a sequence defined by a recurrence relation is
Recamán's sequence, defined by the recurrence relation
:
with initial term
A ''linear recurrence with constant coefficients'' is a recurrence relation of the form
:
where
are
constants
Constant or The Constant may refer to:
Mathematics
* Constant (mathematics), a non-varying value
* Mathematical constant, a special number that arises naturally in mathematics, such as or
Other concepts
* Control variable or scientific const ...
. There is a general method for expressing the general term
of such a sequence as a function of ; see
Linear recurrence
In mathematics (including combinatorics, linear algebra, and dynamical systems), a linear recurrence with constant coefficients (also known as a linear recurrence relation or linear difference equation) sets equal to 0 a polynomial that is linea ...
. In the case of the Fibonacci sequence, one has
and the resulting function of is given by
Binet's formula
In mathematics, the Fibonacci numbers, commonly denoted , form a sequence, the Fibonacci sequence, in which each number is the sum of the two preceding ones. The sequence commonly starts from 0 and 1, although some authors start the sequence from ...
.
A
holonomic sequence is a sequence defined by a recurrence relation of the form
:
where
are
polynomials in . For most holonomic sequences, there is no explicit formula for expressing
as a function of . Nevertheless, holonomic sequences play an important role in various areas of mathematics. For example, many
special functions have a
Taylor series whose sequence of coefficients is holonomic. The use of the recurrence relation allows a fast computation of values of such special functions.
Not all sequences can be specified by a recurrence relation. An example is the sequence of
prime numbers in their natural order (2, 3, 5, 7, 11, 13, 17, ...).
Formal definition and basic properties
There are many different notions of sequences in mathematics, some of which (''e.g.'',
exact sequence) are not covered by the definitions and notations introduced below.
Definition
In this article, a sequence is formally defined as a
function
Function or functionality may refer to:
Computing
* Function key, a type of key on computer keyboards
* Function model, a structured representation of processes in a system
* Function object or functor or functionoid, a concept of object-oriente ...
whose
domain is an
interval of
integers. This definition covers several different uses of the word "sequence", including one-sided infinite sequences, bi-infinite sequences, and finite sequences (see below for definitions of these kinds of sequences). However, many authors use a narrower definition by requiring the domain of a sequence to be the set of
natural numbers. This narrower definition has the disadvantage that it rules out finite sequences and bi-infinite sequences, both of which are usually called sequences in standard mathematical practice. Another disadvantage is that, if one removes the first terms of a sequence, one needs reindexing the remainder terms for fitting this definition. In some contexts, to shorten exposition, the
codomain
In mathematics, the codomain or set of destination of a function is the set into which all of the output of the function is constrained to fall. It is the set in the notation . The term range is sometimes ambiguously used to refer to either ...
of the sequence is fixed by context, for example by requiring it to be the set R of real numbers,
the set C of complex numbers,
or a
topological space
In mathematics, a topological space is, roughly speaking, a geometrical space in which closeness is defined but cannot necessarily be measured by a numeric distance. More specifically, a topological space is a set whose elements are called po ...
.
Although sequences are a type of function, they are usually distinguished notationally from functions in that the input is written as a subscript rather than in parentheses, that is, rather than . There are terminological differences as well: the value of a sequence at the lowest input (often 1) is called the "first element" of the sequence, the value at the second smallest input (often 2) is called the "second element", etc. Also, while a function abstracted from its input is usually denoted by a single letter, e.g. ''f'', a sequence abstracted from its input is usually written by a notation such as
, or just as
Here is the domain, or index set, of the sequence.
Sequences and their limits (see below) are important concepts for studying topological spaces. An important generalization of sequences is the concept of
nets. A net is a function from a (possibly
uncountable)
directed set to a topological space. The notational conventions for sequences normally apply to nets as well.
Finite and infinite
The length of a sequence is defined as the number of terms in the sequence.
A sequence of a finite length ''n'' is also called an
''n''-tuple. Finite sequences include the empty sequence ( ) that has no elements.
Normally, the term ''infinite sequence'' refers to a sequence that is infinite in one direction, and finite in the other—the sequence has a first element, but no final element. Such a sequence is called a singly infinite sequence or a one-sided infinite sequence when disambiguation is necessary. In contrast, a sequence that is infinite in both directions—i.e. that has neither a first nor a final element—is called a bi-infinite sequence, two-way infinite sequence, or doubly infinite sequence. A function from the set Z of ''all''
integers into a set, such as for instance the sequence of all even integers ( ..., −4, −2, 0, 2, 4, 6, 8, ... ), is bi-infinite. This sequence could be denoted
.
Increasing and decreasing
A sequence is said to be ''monotonically increasing'' if each term is greater than or equal to the one before it. For example, the sequence
is monotonically increasing if and only if ''a''
''n''+1 ''a''
''n'' for all ''n'' ∈ N. If each consecutive term is strictly greater than (>) the previous term then the sequence is called strictly monotonically increasing. A sequence is monotonically decreasing if each consecutive term is less than or equal to the previous one, and is strictly monotonically decreasing if each is strictly less than the previous. If a sequence is either increasing or decreasing it is called a monotone sequence. This is a special case of the more general notion of a
monotonic function
In mathematics, a monotonic function (or monotone function) is a function between ordered sets that preserves or reverses the given order. This concept first arose in calculus, and was later generalized to the more abstract setting of ord ...
.
The terms nondecreasing and nonincreasing are often used in place of ''increasing'' and ''decreasing'' in order to avoid any possible confusion with ''strictly increasing'' and ''strictly decreasing'', respectively.
Bounded
If the sequence of real numbers (''a
n'') is such that all the terms are less than some real number ''M'', then the sequence is said to be bounded from above. In other words, this means that there exists ''M'' such that for all ''n'', ''a
n'' ≤ ''M''. Any such ''M'' is called an ''upper bound''. Likewise, if, for some real ''m'', ''a
n'' ≥ ''m'' for all ''n'' greater than some ''N'', then the sequence is bounded from below and any such ''m'' is called a ''lower bound''. If a sequence is both bounded from above and bounded from below, then the sequence is said to be bounded.
Subsequences
A
subsequence
In mathematics, a subsequence of a given sequence is a sequence that can be derived from the given sequence by deleting some or no elements without changing the order of the remaining elements. For example, the sequence \langle A,B,D \rangle is ...
of a given sequence is a sequence formed from the given sequence by deleting some of the elements without disturbing the relative positions of the remaining elements. For instance, the sequence of positive even integers (2, 4, 6, ...) is a subsequence of the positive integers (1, 2, 3, ...). The positions of some elements change when other elements are deleted. However, the relative positions are preserved.
Formally, a subsequence of the sequence
is any sequence of the form
, where
is a strictly increasing sequence of positive integers.
Other types of sequences
Some other types of sequences that are easy to define include:
* An
integer sequence is a sequence whose terms are integers.
* A
polynomial sequence is a sequence whose terms are polynomials.
* A positive integer sequence is sometimes called multiplicative, if ''a''
''nm'' = ''a''
''n'' ''a''
''m'' for all pairs ''n'', ''m'' such that ''n'' and ''m'' are
coprime
In mathematics, two integers and are coprime, relatively prime or mutually prime if the only positive integer that is a divisor of both of them is 1. Consequently, any prime number that divides does not divide , and vice versa. This is equival ...
. In other instances, sequences are often called ''multiplicative'', if ''a''
''n'' = ''na''
1 for all ''n''. Moreover, a ''multiplicative'' Fibonacci sequence
satisfies the recursion relation ''a''
''n'' = ''a''
''n''−1 ''a''
''n''−2.
* A
binary sequence
A bitstream (or bit stream), also known as binary sequence, is a sequence of bits.
A bytestream is a sequence of bytes. Typically, each byte is an 8-bit quantity, and so the term octet stream is sometimes used interchangeably. An octet may ...
is a sequence whose terms have one of two discrete values, e.g.
base 2 values (0,1,1,0, ...), a series of coin tosses (Heads/Tails) H,T,H,H,T, ..., the answers to a set of True or False questions (T, F, T, T, ...), and so on.
Limits and convergence
An important property of a sequence is ''convergence''. If a sequence converges, it converges to a particular value known as the ''limit''. If a sequence converges to some limit, then it is convergent. A sequence that does not converge is divergent.
Informally, a sequence has a limit if the elements of the sequence become closer and closer to some value
(called the limit of the sequence), and they become and remain ''arbitrarily'' close to
, meaning that given a real number
greater than zero, all but a finite number of the elements of the sequence have a distance from
less than
.
For example, the sequence
shown to the right converges to the value 0. On the other hand, the sequences
(which begins 1, 8, 27, …) and
(which begins −1, 1, −1, 1, …) are both divergent.
If a sequence converges, then the value it converges to is unique. This value is called the limit of the sequence. The limit of a convergent sequence
is normally denoted
. If
is a divergent sequence, then the expression
is meaningless.
Formal definition of convergence
A sequence of real numbers
converges to a real number
if, for all
, there exists a natural number
such that for all
we have
:
If
is a sequence of complex numbers rather than a sequence of real numbers, this last formula can still be used to define convergence, with the provision that
denotes the complex modulus, i.e.
. If
is a sequence of points in a
metric space
In mathematics, a metric space is a set together with a notion of '' distance'' between its elements, usually called points. The distance is measured by a function called a metric or distance function. Metric spaces are the most general set ...
, then the formula can be used to define convergence, if the expression
is replaced by the expression
, which denotes the
distance
Distance is a numerical or occasionally qualitative measurement of how far apart objects or points are. In physics or everyday usage, distance may refer to a physical length or an estimation based on other criteria (e.g. "two counties over"). ...
between
and
.
Applications and important results
If
and
are convergent sequences, then the following limits exist, and can be computed as follows:
*
*
for all real numbers
*
*
, provided that
*
for all
and
Moreover:
* If
for all
greater than some
, then
.
* (
Squeeze Theorem)
If
is a sequence such that
for all
then
is convergent, and
.
* If a sequence is
bounded and
monotonic
In mathematics, a monotonic function (or monotone function) is a function between ordered sets that preserves or reverses the given order. This concept first arose in calculus, and was later generalized to the more abstract setting of ord ...
then it is convergent.
* A sequence is convergent if and only if all of its subsequences are convergent.
Cauchy sequences
A Cauchy sequence is a sequence whose terms become arbitrarily close together as n gets very large. The notion of a Cauchy sequence is important in the study of sequences in
metric spaces, and, in particular, in
real analysis. One particularly important result in real analysis is ''Cauchy characterization of convergence for sequences'':
:A sequence of real numbers is convergent (in the reals) if and only if it is Cauchy.
In contrast, there are Cauchy sequences of
rational numbers
In mathematics, a rational number is a number that can be expressed as the quotient or fraction of two integers, a numerator and a non-zero denominator . For example, is a rational number, as is every integer (e.g. ). The set of all rat ...
that are not convergent in the rationals, e.g. the sequence defined by
''x''
1 = 1 and ''x''
''n''+1 =
is Cauchy, but has no rational limit, cf.
here
Here is an adverb that means "in, on, or at this place". It may also refer to:
Software
* Here Technologies, a mapping company
* Here WeGo (formerly Here Maps), a mobile app and map website by Here
Television
* Here TV (formerly "here!"), a ...
. More generally, any sequence of rational numbers that converges to an
irrational number
In mathematics, the irrational numbers (from in- prefix assimilated to ir- (negative prefix, privative) + rational) are all the real numbers that are not rational numbers. That is, irrational numbers cannot be expressed as the ratio of two inte ...
is Cauchy, but not convergent when interpreted as a sequence in the set of rational numbers.
Metric spaces that satisfy the Cauchy characterization of convergence for sequences are called
complete metric spaces and are particularly nice for analysis.
Infinite limits
In calculus, it is common to define notation for sequences which do not converge in the sense discussed above, but which instead become and remain arbitrarily large, or become and remain arbitrarily negative. If
becomes arbitrarily large as
, we write
:
In this case we say that the sequence diverges, or that it converges to infinity. An example of such a sequence is .
If
becomes arbitrarily negative (i.e. negative and large in magnitude) as
, we write
:
and say that the sequence diverges or converges to negative infinity.
Series
A series is, informally speaking, the sum of the terms of a sequence. That is, it is an expression of the form
or
, where
is a sequence of real or complex numbers. The partial sums of a series are the expressions resulting from replacing the infinity symbol with a finite number, i.e. the ''N''th partial sum of the series
is the number
:
The partial sums themselves form a sequence
, which is called the sequence of partial sums of the series
. If the sequence of partial sums converges, then we say that the series
is convergent, and the limit
is called the value of the series. The same notation is used to denote a series and its value, i.e. we write
.
Use in other fields of mathematics
Topology
Sequences play an important role in topology, especially in the study of
metric spaces. For instance:
* A
metric space
In mathematics, a metric space is a set together with a notion of '' distance'' between its elements, usually called points. The distance is measured by a function called a metric or distance function. Metric spaces are the most general set ...
is
compact
Compact as used in politics may refer broadly to a pact or treaty; in more specific cases it may refer to:
* Interstate compact
* Blood compact, an ancient ritual of the Philippines
* Compact government, a type of colonial rule utilized in Britis ...
exactly when it is
sequentially compact.
* A function from a metric space to another metric space is
continuous exactly when it takes convergent sequences to convergent sequences.
* A metric space is a
connected space
In topology and related branches of mathematics, a connected space is a topological space that cannot be represented as the union of two or more disjoint non-empty open subsets. Connectedness is one of the principal topological properties ...
if and only if, whenever the space is partitioned into two sets, one of the two sets contains a sequence converging to a point in the other set.
* A
topological space
In mathematics, a topological space is, roughly speaking, a geometrical space in which closeness is defined but cannot necessarily be measured by a numeric distance. More specifically, a topological space is a set whose elements are called po ...
is
separable exactly when there is a dense sequence of points.
Sequences can be generalized to
nets or
filters. These generalizations allow one to extend some of the above theorems to spaces without metrics.
Product topology
The
topological product
In topology and related areas of mathematics, a product space is the Cartesian product of a family of topological spaces equipped with a natural topology called the product topology. This topology differs from another, perhaps more natural-seemi ...
of a sequence of topological spaces is the
cartesian product
In mathematics, specifically set theory, the Cartesian product of two sets ''A'' and ''B'', denoted ''A''×''B'', is the set of all ordered pairs where ''a'' is in ''A'' and ''b'' is in ''B''. In terms of set-builder notation, that is
: A\tim ...
of those spaces, equipped with a
natural topology called the
product topology.
More formally, given a sequence of spaces
, the product space
:
is defined as the set of all sequences
such that for each ''i'',
is an element of
. The
canonical projections are the maps ''p
i'' : ''X'' → ''X
i'' defined by the equation
. Then the product topology on ''X'' is defined to be the
coarsest topology
In topology and related areas of mathematics, the set of all possible topologies on a given set forms a partially ordered set. This order relation can be used for comparison of the topologies.
Definition
A topology on a set may be defined as th ...
(i.e. the topology with the fewest open sets) for which all the projections ''p
i'' are
continuous. The product topology is sometimes called the Tychonoff topology.
Analysis
In
analysis
Analysis ( : analyses) is the process of breaking a complex topic or substance into smaller parts in order to gain a better understanding of it. The technique has been applied in the study of mathematics and logic since before Aristotle (3 ...
, when talking about sequences, one will generally consider sequences of the form
:
which is to say, infinite sequences of elements indexed by
natural numbers.
A sequence may start with an index different from 1 or 0. For example, the sequence defined by ''x
n'' = 1/
log(''n'') would be defined only for ''n'' ≥ 2. When talking about such infinite sequences, it is usually sufficient (and does not change much for most considerations) to assume that the members of the sequence are defined at least for all indices
large enough, that is, greater than some given ''N''.
The most elementary type of sequences are numerical ones, that is, sequences of
real
Real may refer to:
Currencies
* Brazilian real (R$)
* Central American Republic real
* Mexican real
* Portuguese real
* Spanish real
* Spanish colonial real
Music Albums
* ''Real'' (L'Arc-en-Ciel album) (2000)
* ''Real'' (Bright album) (2010) ...
or
complex
Complex commonly refers to:
* Complexity, the behaviour of a system whose components interact in multiple ways so possible interactions are difficult to describe
** Complex system, a system composed of many components which may interact with each ...
numbers. This type can be generalized to sequences of elements of some
vector space. In analysis, the vector spaces considered are often
function spaces. Even more generally, one can study sequences with elements in some
topological space
In mathematics, a topological space is, roughly speaking, a geometrical space in which closeness is defined but cannot necessarily be measured by a numeric distance. More specifically, a topological space is a set whose elements are called po ...
.
Sequence spaces
A
sequence space is a
vector space whose elements are infinite sequences of
real
Real may refer to:
Currencies
* Brazilian real (R$)
* Central American Republic real
* Mexican real
* Portuguese real
* Spanish real
* Spanish colonial real
Music Albums
* ''Real'' (L'Arc-en-Ciel album) (2000)
* ''Real'' (Bright album) (2010) ...
or
complex
Complex commonly refers to:
* Complexity, the behaviour of a system whose components interact in multiple ways so possible interactions are difficult to describe
** Complex system, a system composed of many components which may interact with each ...
numbers. Equivalently, it is a
function space whose elements are functions from the
natural numbers to the
field
Field may refer to:
Expanses of open ground
* Field (agriculture), an area of land used for agricultural purposes
* Airfield, an aerodrome that lacks the infrastructure of an airport
* Battlefield
* Lawn, an area of mowed grass
* Meadow, a grass ...
''K'', where ''K'' is either the field of real numbers or the field of complex numbers. The set of all such functions is naturally identified with the set of all possible infinite sequences with elements in ''K'', and can be turned into a
vector space under the operations of
pointwise addition In mathematics, the qualifier pointwise is used to indicate that a certain property is defined by considering each value f(x) of some function f. An important class of pointwise concepts are the ''pointwise operations'', that is, operations defined ...
of functions and pointwise scalar multiplication. All sequence spaces are
linear subspaces of this space. Sequence spaces are typically equipped with a
norm
Naturally occurring radioactive materials (NORM) and technologically enhanced naturally occurring radioactive materials (TENORM) consist of materials, usually industrial wastes or by-products enriched with radioactive elements found in the envi ...
, or at least the structure of a
topological vector space.
The most important sequences spaces in analysis are the ℓ
''p'' spaces, consisting of the ''p''-power summable sequences, with the ''p''-norm. These are special cases of
L''p'' spaces for the
counting measure In mathematics, specifically measure theory, the counting measure is an intuitive way to put a measure on any set – the "size" of a subset is taken to be the number of elements in the subset if the subset has finitely many elements, and infini ...
on the set of natural numbers. Other important classes of sequences like convergent sequences or
null sequence
As the positive integer n becomes larger and larger, the value n\cdot \sin\left(\tfrac1\right) becomes arbitrarily close to 1. We say that "the limit of the sequence n\cdot \sin\left(\tfrac1\right) equals 1."
In mathematics, the limi ...
s form sequence spaces, respectively denoted ''c'' and ''c''
0, with the sup norm. Any sequence space can also be equipped with the
topology of
pointwise convergence, under which it becomes a special kind of
Fréchet space called an
FK-space.
Linear algebra
Sequences over a
field
Field may refer to:
Expanses of open ground
* Field (agriculture), an area of land used for agricultural purposes
* Airfield, an aerodrome that lacks the infrastructure of an airport
* Battlefield
* Lawn, an area of mowed grass
* Meadow, a grass ...
may also be viewed as
vectors in a
vector space. Specifically, the set of ''F''-valued sequences (where ''F'' is a field) is a
function space (in fact, a
product space) of ''F''-valued functions over the set of natural numbers.
Abstract algebra
Abstract algebra employs several types of sequences, including sequences of mathematical objects such as groups or rings.
Free monoid
If ''A'' is a set, the
free monoid In abstract algebra, the free monoid on a set is the monoid whose elements are all the finite sequences (or strings) of zero or more elements from that set, with string concatenation as the monoid operation and with the unique sequence of zero elem ...
over ''A'' (denoted ''A''
*, also called
Kleene star
In mathematical logic and computer science, the Kleene star (or Kleene operator or Kleene closure) is a unary operation, either on sets of strings or on sets of symbols or characters. In mathematics,
it is more commonly known as the free monoid ...
of ''A'') is a
monoid
In abstract algebra, a branch of mathematics, a monoid is a set equipped with an associative binary operation and an identity element. For example, the nonnegative integers with addition form a monoid, the identity element being 0.
Monoids a ...
containing all the finite sequences (or strings) of zero or more elements of ''A'', with the binary operation of concatenation. The
free semigroup ''A''
+ is the subsemigroup of ''A''
* containing all elements except the empty sequence.
Exact sequences
In the context of
group theory
In abstract algebra, group theory studies the algebraic structures known as groups.
The concept of a group is central to abstract algebra: other well-known algebraic structures, such as rings, fields, and vector spaces, can all be seen as ...
, a sequence
:
of
groups
A group is a number of persons or things that are located, gathered, or classed together.
Groups of people
* Cultural group, a group whose members share the same cultural identity
* Ethnic group, a group whose members share the same ethnic ide ...
and
group homomorphisms is called exact, if the
image
An image is a visual representation of something. It can be two-dimensional, three-dimensional, or somehow otherwise feed into the visual system to convey information. An image can be an artifact, such as a photograph or other two-dimensiona ...
(or
range
Range may refer to:
Geography
* Range (geographic), a chain of hills or mountains; a somewhat linear, complex mountainous or hilly area (cordillera, sierra)
** Mountain range, a group of mountains bordered by lowlands
* Range, a term used to i ...
) of each homomorphism is equal to the
kernel
Kernel may refer to:
Computing
* Kernel (operating system), the central component of most operating systems
* Kernel (image processing), a matrix used for image convolution
* Compute kernel, in GPGPU programming
* Kernel method, in machine learni ...
of the next:
:
The sequence of groups and homomorphisms may be either finite or infinite.
A similar definition can be made for certain other
algebraic structure
In mathematics, an algebraic structure consists of a nonempty set ''A'' (called the underlying set, carrier set or domain), a collection of operations on ''A'' (typically binary operations such as addition and multiplication), and a finite set ...
s. For example, one could have an exact sequence of
vector spaces and
linear maps, or of
modules and
module homomorphisms.
Spectral sequences
In
homological algebra and
algebraic topology
Algebraic topology is a branch of mathematics that uses tools from abstract algebra to study topological spaces. The basic goal is to find algebraic invariants that classify topological spaces up to homeomorphism, though usually most classify ...
, a spectral sequence is a means of computing homology groups by taking successive approximations. Spectral sequences are a generalization of
exact sequences, and since their introduction by , they have become an important research tool, particularly in
homotopy theory.
Set theory
An
ordinal-indexed sequence is a generalization of a sequence. If α is a
limit ordinal and ''X'' is a set, an α-indexed sequence of elements of ''X'' is a function from α to ''X''. In this terminology an ω-indexed sequence is an ordinary sequence.
Computing
In
computer science, finite sequences are called
lists. Potentially infinite sequences are called
streams
A stream is a continuous body of surface water flowing within the bed and banks of a channel. Depending on its location or certain characteristics, a stream may be referred to by a variety of local or regional names. Long large streams ar ...
. Finite sequences of characters or digits are called
strings.
Streams
Infinite sequences of
digits (or
characters
Character or Characters may refer to:
Arts, entertainment, and media Literature
* ''Character'' (novel), a 1936 Dutch novel by Ferdinand Bordewijk
* ''Characters'' (Theophrastus), a classical Greek set of character sketches attributed to The ...
) drawn from a
finite
Finite is the opposite of infinite. It may refer to:
* Finite number (disambiguation)
* Finite set, a set whose cardinality (number of elements) is some natural number
* Finite verb
Traditionally, a finite verb (from la, fīnītus, past particip ...
alphabet
An alphabet is a standardized set of basic written graphemes (called letter (alphabet), letters) that represent the phonemes of certain spoken languages. Not all writing systems represent language in this way; in a syllabary, each character ...
are of particular interest in
theoretical computer science
computer science (TCS) is a subset of general computer science and mathematics that focuses on mathematical aspects of computer science such as the theory of computation, lambda calculus, and type theory.
It is difficult to circumscribe the ...
. They are often referred to simply as ''sequences'' or ''
streams
A stream is a continuous body of surface water flowing within the bed and banks of a channel. Depending on its location or certain characteristics, a stream may be referred to by a variety of local or regional names. Long large streams ar ...
'', as opposed to finite ''
strings''. Infinite binary sequences, for instance, are infinite sequences of
bit
The bit is the most basic unit of information in computing and digital communications. The name is a portmanteau of binary digit. The bit represents a logical state with one of two possible values. These values are most commonly represented ...
s (characters drawn from the alphabet ). The set ''C'' =
∞ of all infinite binary sequences is sometimes called the
Cantor space In mathematics, a Cantor space, named for Georg Cantor, is a topological abstraction of the classical Cantor set: a topological space is a Cantor space if it is homeomorphic to the Cantor set. In set theory, the topological space 2ω is called "the ...
.
An infinite binary sequence can represent a
formal language (a set of strings) by setting the ''n'' th bit of the sequence to 1 if and only if the ''n'' th string (in
shortlex order) is in the language. This representation is useful in the
diagonalization method for proofs.
See also
*
Enumeration
*
On-Line Encyclopedia of Integer Sequences
*
Recurrence relation
*
Sequence space
;Operations
*
Cauchy product In mathematics, more specifically in mathematical analysis, the Cauchy product is the discrete convolution of two infinite series. It is named after the French mathematician Augustin-Louis Cauchy.
Definitions
The Cauchy product may apply to infini ...
;Examples
*
Discrete-time signal
*
Farey sequence
*
Fibonacci sequence
*
Look-and-say sequence
*
Thue–Morse sequence
*
List of integer sequences
This is a list of notable integer sequences and their OEIS links.
General
Figurate numbers
Types of primes
Base-dependent
References
OEIS core sequences External links
Index to OEIS
{{DEFAULTSORT:OEIS sequences
*
Integer
...
;Types
*
±1-sequence
*
Arithmetic progression
An arithmetic progression or arithmetic sequence () is a sequence of numbers such that the difference between the consecutive terms is constant. For instance, the sequence 5, 7, 9, 11, 13, 15, . . . is an arithmetic progression with a common differ ...
*
Automatic sequence In mathematics and theoretical computer science, an automatic sequence (also called a ''k''-automatic sequence or a ''k''-recognizable sequence when one wants to indicate that the base of the numerals used is ''k'') is an infinite sequence of terms ...
*
Cauchy sequence
In mathematics, a Cauchy sequence (; ), named after Augustin-Louis Cauchy, is a sequence whose elements become arbitrarily close to each other as the sequence progresses. More precisely, given any small positive distance, all but a finite numbe ...
*
Constant-recursive sequence
In mathematics and theoretical computer science, a constant-recursive sequence is an infinite sequence of numbers where each number in the sequence is equal to a fixed linear combination of one or more of its immediate predecessors. A constan ...
*
Geometric progression
*
Harmonic progression
*
Holonomic sequence
*
Regular sequence
*
Pseudorandom binary sequence
*
Random sequence
;Related concepts
*
List (computing)
*
Net (topology) (a generalization of sequences)
*
Ordinal-indexed sequence
*
Recursion (computer science)
*
Set (mathematics)
*
Tuple
*
Permutation
In mathematics, a permutation of a set is, loosely speaking, an arrangement of its members into a sequence or linear order, or if the set is already ordered, a rearrangement of its elements. The word "permutation" also refers to the act or pr ...
Notes
References
External links
*
The On-Line Encyclopedia of Integer Sequences(free)
{{Authority control
Elementary mathematics
*