In
mathematics
Mathematics is a field of study that discovers and organizes methods, Mathematical theory, theories and theorems that are developed and Mathematical proof, proved for the needs of empirical sciences and mathematics itself. There are many ar ...
, a sequence is an enumerated collection of
objects in which repetitions are allowed and
order matters. Like a
set, it contains
members
Member may refer to:
* Military jury, referred to as "Members" in military jargon
* Element (mathematics), an object that belongs to a mathematical set
* In object-oriented programming, a member of a class
** Field (computer science), entries in ...
(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 from
natural number
In mathematics, the natural numbers are the numbers 0, 1, 2, 3, and so on, possibly excluding 0. Some start counting with 0, defining the natural numbers as the non-negative integers , while others start with 1, defining them as the positive in ...
s (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
In mathematics, a family, or indexed family, is informally a collection of objects, each associated with an index from some index set. For example, a family of real numbers, indexed by the set of integers, is a collection of real numbers, wher ...
, 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'', as in these examples, or ''
infinite'', such as the sequence of all
even positive integer
In mathematics, the natural numbers are the numbers 0, 1, 2, 3, and so on, possibly excluding 0. Some start counting with 0, defining the natural numbers as the non-negative integers , while others start with 1, defining them as the positiv ...
s (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, limit (mathematics), limits, and related theories, such as Derivative, differentiation, Integral, integration, measure (mathematics), measure, infinite sequences, series ( ...
, 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
Computing is any goal-oriented activity requiring, benefiting from, or creating computer, computing machinery. It includes the study and experimentation of algorithmic processes, and the development of both computer hardware, hardware and softw ...
and
computer science
Computer science is the study of computation, information, and automation. Computer science spans Theoretical computer science, theoretical disciplines (such as algorithms, theory of computation, and information theory) to Applied science, ...
, finite sequences are usually called ''
strings'', ''
words'' or ''
lists,'' with the specific technical term chosen depending on the type of object the sequence enumerates and the different ways to represent the sequence in
computer memory
Computer memory stores information, such as data and programs, for immediate use in the computer. The term ''memory'' is often synonymous with the terms ''RAM,'' ''main memory,'' or ''primary storage.'' Archaic synonyms for main memory include ...
. Infinite sequences are called ''
streams''.
The empty sequence ( ) is included in most notions of sequence. It 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), "Convergence" (comics), two separate story lines published by DC Comics:
**A four-part crossover storyline that ...
properties of sequences. In particular, sequences are the basis for
series, 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 (38 ...
. Sequences are also of interest in their own right, and can be studied as patterns or puzzles, such as in the study of
prime number
A prime number (or a prime) is a natural number greater than 1 that is not a Product (mathematics), product of two smaller natural numbers. A natural number greater than 1 that is not prime is called a composite number. For example, 5 is prime ...
s.
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
The ellipsis (, plural ellipses; from , , ), rendered , alternatively described as suspension points/dots, points/periods of ellipsis, or ellipsis points, or colloquially, dot-dot-dot,. According to Toner it is difficult to establish when t ...
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 number
A prime number (or a prime) is a natural number greater than 1 that is not a Product (mathematics), product of two smaller natural numbers. A natural number greater than 1 that is not prime is called a composite number. For example, 5 is prime ...
s are the
natural numbers
In mathematics, the natural numbers are the numbers 0, 1, 2, 3, and so on, possibly excluding 0. Some start counting with 0, defining the natural numbers as the non-negative integers , while others start with 1, defining them as the positiv ...
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
Mathematics is a field of study that discovers and organizes methods, Mathematical theory, theories and theorems that are developed and Mathematical proof, proved for the needs of empirical sciences and mathematics itself. There are many ar ...
, particularly in
number theory
Number theory is a branch of pure mathematics devoted primarily to the study of the integers and arithmetic functions. Number theorists study prime numbers as well as the properties of mathematical objects constructed from integers (for example ...
where many results related to them exist.
The
Fibonacci numbers comprise the integer sequence in which each element is 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 (mathematics), fraction of two integers, a numerator and a non-zero denominator . For example, is a rational number, as is every integer (for examp ...
,
real number
In mathematics, a real number is a number that can be used to measure a continuous one- dimensional quantity such as a duration or temperature. Here, ''continuous'' means that pairs of values can have arbitrarily small differences. Every re ...
s 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 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_\cdots b_0.a_1a_2\cdots
Here is the decimal separator ...
, also see ''
completeness of the real numbers''). 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.
Other examples are sequences of
functions, whose elements are functions instead of numbers.
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 (: indexes or 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 the Halo Array in the ...
, and the set of values that it can take is called the
index set.
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 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 mathematics, the natural numbers are the numbers 0, 1, 2, 3, and so on, possibly excluding 0. Some start counting with 0, defining the natural numbers as the non-negative integers , while others start with 1, defining them as the positiv ...
. 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
Recursion occurs when the definition of a concept or process depends on a simpler or previous version of itself. Recursion is used in a variety of disciplines ranging from linguistics to logic. The most common application of recursion is in m ...
. 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. There is a general method for expressing the general term
of such a sequence as a function of ; see
Linear recurrence. In the case of the Fibonacci sequence, one has
and the resulting function of is given by
Binet's formula.
A
holonomic sequence is a sequence defined by a recurrence relation of the form
:
where
are
polynomial
In mathematics, a polynomial is a Expression (mathematics), mathematical expression consisting of indeterminate (variable), indeterminates (also called variable (mathematics), variables) and coefficients, that involves only the operations of addit ...
s 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 number
A prime number (or a prime) is a natural number greater than 1 that is not a Product (mathematics), product of two smaller natural numbers. A natural number greater than 1 that is not prime is called a composite number. For example, 5 is prime ...
s 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 whose
domain is an
interval of
integers
An integer is the number zero (0), a positive natural number (1, 2, 3, ...), or the negation of a positive natural number (−1, −2, −3, ...). The negations or additive inverses of the positive natural numbers are referred to as negative in ...
. 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
In mathematics, the natural numbers are the numbers 0, 1, 2, 3, and so on, possibly excluding 0. Some start counting with 0, defining the natural numbers as the non-negative integers , while others start with 1, defining them as the positiv ...
. 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, a codomain, counter-domain, or set of destination of a function is a 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 ...
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 Geometry, geometrical space in which Closeness (mathematics), closeness is defined but cannot necessarily be measured by a numeric Distance (mathematics), distance. More specifically, a to ...
.
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
In mathematics, a directed set (or a directed preorder or a filtered set) is a preordered set in which every finite subset has an upper bound. In other words, it is a non-empty preordered set A such that for any a and b in A there exists c in A wit ...
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 is a finite sequence. A finite sequence of length is also called an
-tuple. Finite sequences include the empty sequence, denoted , that has no elements.
Normally, the term ''infinite sequence'' refers to a sequence that is infinite in one direction, and finite in the other; such a sequence has a first element, but no final element, and are called singly infinite sequence or a one-sided infinite sequence when disambiguation is needed. 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
An integer is the number zero (0), a positive natural number (1, 2, 3, ...), or the negation of a positive natural number (−1, −2, −3, ...). The negations or additive inverses of the positive natural numbers are referred to as negative in ...
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
for all
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 or ...
.
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 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
In mathematics, an integer sequence is a sequence (i.e., an ordered list) of integers.
An integer sequence may be specified ''explicitly'' by giving a formula for its ''n''th term, or ''implicitly'' by giving a relationship between its terms. For ...
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 number theory, 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 equiv ...
. 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 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 (mathematics), set together with a notion of ''distance'' between its Element (mathematics), elements, usually called point (geometry), points. The distance is measured by a function (mathematics), functi ...
, 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, points, people, or ideas are. In physics or everyday usage, distance may refer to a physical length or an estimation based on other criteria (e.g. "two co ...
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 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
In mathematics, the branch of real analysis studies the behavior of real numbers, sequences and series of real numbers, and real functions. Some particular properties of real-valued sequences and functions that real analysis studies include co ...
. 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 (mathematics), fraction of two integers, a numerator and a non-zero denominator . For example, is a rational number, as is every integer (for examp ...
that are not convergent in the rationals, e.g. the sequence defined by
and
is Cauchy, but has no rational limit (cf. ). More generally, any sequence of rational numbers that converges to an
irrational number
In mathematics, the irrational numbers are all the real numbers that are not rational numbers. That is, irrational numbers cannot be expressed as the ratio of two integers. When the ratio of lengths of two line segments is an irrational number, ...
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 (mathematics), set together with a notion of ''distance'' between its Element (mathematics), elements, usually called point (geometry), points. The distance is measured by a function (mathematics), functi ...
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, a type of agreement used by U.S. states
* Blood compact, an ancient ritual of the Philippines
* Compact government, a t ...
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 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 Geometry, geometrical space in which Closeness (mathematics), closeness is defined but cannot necessarily be measured by a numeric Distance (mathematics), distance. More specifically, a to ...
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 of a sequence of topological spaces is the
cartesian product
In mathematics, specifically set theory, the Cartesian product of two sets and , denoted , is the set of all ordered pairs where is an element of and is an element of . In terms of set-builder notation, that is
A\times B = \.
A table c ...
of those spaces, equipped with a
natural topology called the
product topology
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-seemin ...
.
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 (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
When discussing sequences 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 (38 ...
, one will generally consider sequences of the form
:
which is to say, infinite sequences of elements indexed by
natural number
In mathematics, the natural numbers are the numbers 0, 1, 2, 3, and so on, possibly excluding 0. Some start counting with 0, defining the natural numbers as the non-negative integers , while others start with 1, defining them as the positive in ...
s.
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 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 mathematics and physics, a vector space (also called a linear space) is a set (mathematics), set whose elements, often called vector (mathematics and physics), ''vectors'', can be added together and multiplied ("scaled") by numbers called sc ...
. In analysis, the vector spaces considered are often
function space
In mathematics, a function space is a set of functions between two fixed sets. Often, the domain and/or codomain will have additional structure which is inherited by the function space. For example, the set of functions from any set into a ve ...
s. Even more generally, one can study sequences with elements in some
topological space
In mathematics, a topological space is, roughly speaking, a Geometry, geometrical space in which Closeness (mathematics), closeness is defined but cannot necessarily be measured by a numeric Distance (mathematics), distance. More specifically, a to ...
.
Sequence spaces
A
sequence space
In functional analysis and related areas of mathematics, a sequence space is a vector space whose elements are infinite sequences of real or complex numbers. Equivalently, it is a function space whose elements are functions from the natural num ...
is a
vector space
In mathematics and physics, a vector space (also called a linear space) is a set (mathematics), set whose elements, often called vector (mathematics and physics), ''vectors'', can be added together and multiplied ("scaled") by numbers called sc ...
whose elements are infinite sequences of
real 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
In mathematics, a function space is a set of functions between two fixed sets. Often, the domain and/or codomain will have additional structure which is inherited by the function space. For example, the set of functions from any set into a ve ...
whose elements are functions from the
natural numbers
In mathematics, the natural numbers are the numbers 0, 1, 2, 3, and so on, possibly excluding 0. Some start counting with 0, defining the natural numbers as the non-negative integers , while others start with 1, defining them as the positiv ...
to the
field ''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
In mathematics and physics, a vector space (also called a linear space) is a set (mathematics), set whose elements, often called vector (mathematics and physics), ''vectors'', can be added together and multiplied ("scaled") by numbers called sc ...
under the operations of
pointwise addition of functions and pointwise scalar multiplication. All sequence spaces are
linear subspace
In mathematics, the term ''linear'' is used in two distinct senses for two different properties:
* linearity of a ''function (mathematics), function'' (or ''mapping (mathematics), mapping'');
* linearity of a ''polynomial''.
An example of a li ...
s of this space. Sequence spaces are typically equipped with a
norm, or at least the structure of a
topological vector space
In mathematics, a topological vector space (also called a linear topological space and commonly abbreviated TVS or t.v.s.) is one of the basic structures investigated in functional analysis.
A topological vector space is a vector space that is als ...
.
The most important sequences spaces in analysis are the â„“
''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 on the set of natural numbers. Other important classes of sequences like convergent sequences or
null sequences form sequence spaces, respectively denoted ''c'' and ''c''
0, with the sup norm. Any sequence space can also be equipped with the
topology
Topology (from the Greek language, Greek words , and ) is the branch of mathematics concerned with the properties of a Mathematical object, geometric object that are preserved under Continuous function, continuous Deformation theory, deformat ...
of
pointwise convergence
In mathematics, pointwise convergence is one of Modes of convergence (annotated index), various senses in which a sequence of function (mathematics), functions can Limit (mathematics), converge to a particular function. It is weaker than uniform co ...
, under which it becomes a special kind of
Fréchet space called an
FK-space.
Linear algebra
Sequences over a
field may also be viewed as
vectors in a
vector space
In mathematics and physics, a vector space (also called a linear space) is a set (mathematics), set whose elements, often called vector (mathematics and physics), ''vectors'', can be added together and multiplied ("scaled") by numbers called sc ...
. Specifically, the set of ''F''-valued sequences (where ''F'' is a field) is a
function space
In mathematics, a function space is a set of functions between two fixed sets. Often, the domain and/or codomain will have additional structure which is inherited by the function space. For example, the set of functions from any set into a ve ...
(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 ...
over ''A'' (denoted ''A''
*, also called
Kleene star
In mathematical logic and theoretical computer science, the Kleene star (or Kleene operator or Kleene closure) is a unary operation on a Set (mathematics), set to generate a set of all finite-length strings that are composed of zero or more repe ...
of ''A'') is a
monoid 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 group (mathematics), groups.
The concept of a group is central to abstract algebra: other well-known algebraic structures, such as ring (mathematics), rings, field ( ...
, a sequence
:
of
groups and
group homomorphism
In mathematics, given two groups, (''G'',∗) and (''H'', ·), a group homomorphism from (''G'',∗) to (''H'', ·) is a function ''h'' : ''G'' → ''H'' such that for all ''u'' and ''v'' in ''G'' it holds that
: h(u*v) = h(u) \cdot h(v)
whe ...
s is called exact, if the
image
An image or picture is a visual representation. An image can be Two-dimensional space, two-dimensional, such as a drawing, painting, or photograph, or Three-dimensional space, three-dimensional, such as a carving or sculpture. Images may be di ...
(or
range) of each homomorphism is equal to the
kernel 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 or algebraic system 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 multiplicatio ...
s. For example, one could have an exact sequence of
vector space
In mathematics and physics, a vector space (also called a linear space) is a set (mathematics), set whose elements, often called vector (mathematics and physics), ''vectors'', can be added together and multiplied ("scaled") by numbers called sc ...
s and
linear map
In mathematics, and more specifically in linear algebra, a linear map (also called a linear mapping, linear transformation, vector space homomorphism, or in some contexts linear function) is a mapping V \to W between two vector spaces that p ...
s, or of
modules and
module homomorphisms.
Spectral sequences
In
homological algebra
Homological algebra is the branch of mathematics that studies homology (mathematics), homology in a general algebraic setting. It is a relatively young discipline, whose origins can be traced to investigations in combinatorial topology (a precurs ...
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 invariant (mathematics), invariants that classification theorem, classify topological spaces up t ...
, 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
Computer science is the study of computation, information, and automation. Computer science spans Theoretical computer science, theoretical disciplines (such as algorithms, theory of computation, and information theory) to Applied science, ...
, finite sequences are called
lists. Potentially infinite sequences are called
streams. Finite sequences of characters or digits are called
strings.
Streams
Infinite sequences of
digits (or
characters) drawn from a
finite alphabet
An alphabet is a standard set of letter (alphabet), letters written to represent particular sounds in a spoken language. Specifically, letters largely correspond to phonemes as the smallest sound segments that can distinguish one word from a ...
are of particular interest in
theoretical computer science
Theoretical computer science is a subfield of computer science and mathematics that focuses on the Abstraction, abstract and mathematical foundations of computation.
It is difficult to circumscribe the theoretical areas precisely. The Associati ...
. They are often referred to simply as ''sequences'' or ''
streams'', as opposed to finite ''
strings''. Infinite binary sequences, for instance, are infinite sequences of
bits (characters drawn from the alphabet ). The set ''C'' =
∞ of all infinite binary sequences is sometimes called the
Cantor space.
An infinite binary sequence can represent a
formal language
In logic, mathematics, computer science, and linguistics, a formal language is a set of strings whose symbols are taken from a set called "alphabet".
The alphabet of a formal language consists of symbols that concatenate into strings (also c ...
(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
An enumeration is a complete, ordered listing of all the items in a collection. The term is commonly used in mathematics and computer science to refer to a listing of all of the element (mathematics), elements of a Set (mathematics), set. The pre ...
*
On-Line Encyclopedia of Integer Sequences
*
Recurrence relation
In mathematics, a recurrence relation is an equation according to which the nth term of a sequence of numbers is equal to some combination of the previous terms. Often, only k previous terms of the sequence appear in the equation, for a parameter ...
*
Sequence space
In functional analysis and related areas of mathematics, a sequence space is a vector space whose elements are infinite sequences of real or complex numbers. Equivalently, it is a function space whose elements are functions from the natural num ...
;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 infin ...
;Examples
*
Discrete-time signal
*
Farey sequence
*
Fibonacci sequence
*
Look-and-say sequence
*
Thue–Morse sequence
*
List of integer sequences
;Types
*
±1-sequence
*
Arithmetic progression
*
Automatic sequence
*
Cauchy sequence
*
Constant-recursive sequence
*
Geometric progression
*
Harmonic progression
*
Holonomic sequence
*
Regular sequence
*
Pseudorandom binary sequence
*
Random sequence
;Related concepts
*
List (computing)
In computer science, a list or sequence is a collection of items that are finite in number and in a particular order. An instance of a list is a computer representation of the mathematical concept of a tuple or finite sequence.
A list may ...
*
Net (topology) (a generalization of sequences)
*
Ordinal-indexed sequence
*
Recursion (computer science)
In computer science, recursion is a method of solving a computational problem where the solution depends on solutions to smaller instances of the same problem. Recursion solves such recursion, recursive problems by using function (computer sc ...
*
Set (mathematics)
In mathematics, a set is a collection of different things; the things are '' elements'' or ''members'' of the set and are typically mathematical objects: numbers, symbols, points in space, lines, other geometric shapes, variables, or other se ...
*
Tuple
In mathematics, a tuple is a finite sequence or ''ordered list'' of numbers or, more generally, mathematical objects, which are called the ''elements'' of the tuple. An -tuple is a tuple of elements, where is a non-negative integer. There is o ...
*
Permutation
In mathematics, a permutation of a set can mean one of two different things:
* an arrangement of its members in a sequence or linear order, or
* the act or process of changing the linear order of an ordered set.
An example of the first mean ...
Notes
References
External links
*
The On-Line Encyclopedia of Integer Sequences(free)
{{Authority control
Elementary mathematics
*