In
mathematics
Mathematics is an area of knowledge that includes the topics of numbers, formulas and related structures, shapes and the spaces in which they are contained, and quantities and their changes. These topics are represented in modern mathematics ...
, a module is a generalization of the notion of
vector space in which the
field of
scalars
Scalar may refer to:
*Scalar (mathematics), an element of a field, which is used to define a vector space, usually the field of real numbers
*Scalar (physics), a physical quantity that can be described by a single element of a number field such a ...
is replaced by a
ring. The concept of ''module'' generalizes also the notion of
abelian group, since the abelian groups are exactly the modules over the ring of
integers.
Like a vector space, a module is an additive abelian group, and scalar multiplication is
distributive over the operation of addition between elements of the ring or module and is
compatible with the ring multiplication.
Modules are very closely related to the
representation theory of
groups. They are also one of the central notions of
commutative algebra and
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 are used widely in
algebraic geometry
Algebraic geometry is a branch of mathematics, classically studying zeros of multivariate polynomials. Modern algebraic geometry is based on the use of abstract algebraic techniques, mainly from commutative algebra, for solving geometrical ...
and
algebraic topology.
Introduction and definition
Motivation
In a vector space, the set of
scalars
Scalar may refer to:
*Scalar (mathematics), an element of a field, which is used to define a vector space, usually the field of real numbers
*Scalar (physics), a physical quantity that can be described by a single element of a number field such a ...
is a
field and acts on the vectors by scalar multiplication, subject to certain axioms such as the
distributive law. In a module, the scalars need only be a
ring, so the module concept represents a significant generalization. In commutative algebra, both
ideals
Ideal may refer to:
Philosophy
* Ideal (ethics), values that one actively pursues as goals
* Platonic ideal, a philosophical idea of trueness of form, associated with Plato
Mathematics
* Ideal (ring theory), special subsets of a ring considered ...
and
quotient rings are modules, so that many arguments about ideals or quotient rings can be combined into a single argument about modules. In non-commutative algebra, the distinction between left ideals, ideals, and modules becomes more pronounced, though some ring-theoretic conditions can be expressed either about left ideals or left modules.
Much of the theory of modules consists of extending as many of the desirable properties of vector spaces as possible to the realm of modules over a "
well-behaved" ring, such as a
principal ideal domain
In mathematics, a principal ideal domain, or PID, is an integral domain in which every ideal is principal, i.e., can be generated by a single element. More generally, a principal ideal ring is a nonzero commutative ring whose ideals are principal, ...
. However, modules can be quite a bit more complicated than vector spaces; for instance, not all modules have a
basis, and even those that do,
free module
In mathematics, a free module is a module that has a basis – that is, a generating set consisting of linearly independent elements. Every vector space is a free module, but, if the ring of the coefficients is not a division ring (not a field in t ...
s, need not have a unique
rank if the underlying ring does not satisfy the
invariant basis number condition, unlike vector spaces, which always have a (possibly infinite) basis whose cardinality is then unique. (These last two assertions require the
axiom of choice in general, but not in the case of finite-dimensional spaces, or certain well-behaved infinite-dimensional spaces such as
L''p'' spaces.)
Formal definition
Suppose that ''R'' is a
ring, and 1 is its multiplicative identity.
A left ''R''-module ''M'' consists of an
abelian group and an operation such that for all ''r'', ''s'' in ''R'' and ''x'', ''y'' in ''M'', we have
#
#
#
#
The operation · is called ''scalar multiplication''. Often the symbol · is omitted, but in this article we use it and reserve juxtaposition for multiplication in ''R''. One may write
''R''''M'' to emphasize that ''M'' is a left ''R''-module. A right ''R''-module ''M''
''R'' is defined similarly in terms of an operation .
Authors who do not require rings to be
unital omit condition 4 in the definition above; they would call the structures defined above "unital left ''R''-modules". In this article, consistent with the
glossary of ring theory, all rings and modules are assumed to be unital.
An (''R'',''S'')-
bimodule is an abelian group together with both a left scalar multiplication · by elements of ''R'' and a right scalar multiplication ∗ by elements of ''S'', making it simultaneously a left ''R''-module and a right ''S''-module, satisfying the additional condition for all ''r'' in ''R'', ''x'' in ''M'', and ''s'' in ''S''.
If ''R'' is
commutative, then left ''R''-modules are the same as right ''R''-modules and are simply called ''R''-modules.
Examples
*If ''K'' is a
field, then ''K''-
vector spaces (vector spaces over ''K'') and ''K''-modules are identical.
*If ''K'' is a field, and ''K''
'x''a univariate
polynomial ring, then a
''K'' module">'x''module ''M'' is a ''K''-module with an additional action of ''x'' on ''M'' that commutes with the action of ''K'' on ''M''. In other words, a ''K''
'x''module is a ''K''-vector space ''M'' combined with a
linear map from ''M'' to ''M''. Applying the
to this example shows the existence of the
rational and
Jordan canonical forms.
*The concept of a Z-module agrees with the notion of an abelian group. That is, every
abelian group is a module over the ring of
integers Z in a unique way. For , let (''n'' summands), , and . Such a module need not have a
basis—groups containing
torsion elements do not. (For example, in the group of integers
modulo
In computing, the modulo operation returns the remainder or signed remainder of a division, after one number is divided by another (called the '' modulus'' of the operation).
Given two positive numbers and , modulo (often abbreviated as ) is t ...
3, one cannot find even one element which satisfies the definition of a linearly independent set since when an integer such as 3 or 6 multiplies an element, the result is 0. However, if a
finite field is considered as a module over the same finite field taken as a ring, it is a vector space and does have a basis.)
*The
decimal fractions (including negative ones) form a module over the integers. Only
singletons are linearly independent sets, but there is no singleton that can serve as a basis, so the module has no basis and no rank.
*If ''R'' is any ring and ''n'' a
natural number, then 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\ti ...
''R''
''n'' is both a left and right ''R''-module over ''R'' if we use the component-wise operations. Hence when , ''R'' is an ''R''-module, where the scalar multiplication is just ring multiplication. The case yields the trivial ''R''-module consisting only of its identity element. Modules of this type are called
free
Free may refer to:
Concept
* Freedom, having the ability to do something, without having to obey anyone/anything
* Freethought, a position that beliefs should be formed only on the basis of logic, reason, and empiricism
* Emancipate, to procur ...
and if ''R'' has
invariant basis number (e.g. any commutative ring or field) the number ''n'' is then the rank of the free module.
*If M
''n''(''R'') is the ring of
matrices over a ring ''R'', ''M'' is an M
''n''(''R'')-module, and ''e''
''i'' is the matrix with 1 in the -entry (and zeros elsewhere), then ''e''
''i''''M'' is an ''R''-module, since . So ''M'' breaks up as the direct sum of ''R''-modules, . Conversely, given an ''R''-module ''M''
0, then ''M''
0⊕''n'' is an M
''n''(''R'')-module. In fact, the
category of ''R''-modules and the
category of M
''n''(''R'')-modules are
equivalent. The special case is that the module ''M'' is just ''R'' as a module over itself, then ''R''
''n'' is an M
''n''(''R'')-module.
*If ''S'' is a
nonempty set, ''M'' is a left ''R''-module, and ''M''
''S'' is the collection of all
functions , then with addition and scalar multiplication in ''M''
''S'' defined pointwise by and , ''M''
''S'' is a left ''R''-module. The right ''R''-module case is analogous. In particular, if ''R'' is commutative then the collection of ''R-module homomorphisms'' (see below) is an ''R''-module (and in fact a ''submodule'' of ''N''
''M'').
*If ''X'' is a
smooth manifold, then the
smooth function
In mathematical analysis, the smoothness of a function (mathematics), function is a property measured by the number of Continuous function, continuous Derivative (mathematics), derivatives it has over some domain, called ''differentiability cl ...
s from ''X'' to the
real numbers form a ring ''C''
∞(''X''). The set of all smooth
vector fields defined on ''X'' form a module over ''C''
∞(''X''), and so do the
tensor fields and the
differential form
In mathematics, differential forms provide a unified approach to define integrands over curves, surfaces, solids, and higher-dimensional manifolds. The modern notion of differential forms was pioneered by Élie Cartan. It has many applications, ...
s on ''X''. More generally, the sections of any
vector bundle form a
projective module
In mathematics, particularly in algebra, the class of projective modules enlarges the class of free modules (that is, modules with basis vectors) over a ring, by keeping some of the main properties of free modules. Various equivalent characterizati ...
over ''C''
∞(''X''), and by
Swan's theorem, every projective module is isomorphic to the module of sections of some bundle; the
category of ''C''
∞(''X'')-modules and the category of vector bundles over ''X'' are
equivalent.
*If ''R'' is any ring and ''I'' is any
left ideal in ''R'', then ''I'' is a left ''R''-module, and analogously right ideals in ''R'' are right ''R''-modules.
*If ''R'' is a ring, we can define the
opposite ring ''R''
op which has the same
underlying set and the same addition operation, but the opposite multiplication: if in ''R'', then in ''R''
op. Any ''left'' ''R''-module ''M'' can then be seen to be a ''right'' module over ''R''
op, and any right module over ''R'' can be considered a left module over ''R''
op.
*
Modules over a Lie algebra are (associative algebra) modules over its
universal enveloping algebra.
*If ''R'' and ''S'' are rings with a
ring homomorphism , then every ''S''-module ''M'' is an ''R''-module by defining . In particular, ''S'' itself is such an ''R''-module.
Submodules and homomorphisms
Suppose ''M'' is a left ''R''-module and ''N'' is a
subgroup of ''M''. Then ''N'' is a submodule (or more explicitly an ''R''-submodule) if for any ''n'' in ''N'' and any ''r'' in ''R'', the product (or for a right ''R''-module) is in ''N''.
If ''X'' is any
subset
In mathematics, Set (mathematics), set ''A'' is a subset of a set ''B'' if all Element (mathematics), elements of ''A'' are also elements of ''B''; ''B'' is then a superset of ''A''. It is possible for ''A'' and ''B'' to be equal; if they are ...
of an ''R''-module, then the submodule spanned by ''X'' is defined to be
where ''N'' runs over the submodules of ''M'' which contain ''X'', or explicitly
, which is important in the definition of tensor products.
The set of submodules of a given module ''M'', together with the two binary operations + and ∩, forms a
lattice which satisfies the
modular law
In the branch of mathematics called order theory, a modular lattice is a lattice that satisfies the following self- dual condition,
;Modular law: implies
where are arbitrary elements in the lattice, ≤ is the partial order, and &n ...
:
Given submodules ''U'', ''N''
1, ''N''
2 of ''M'' such that , then the following two submodules are equal: .
If ''M'' and ''N'' are left ''R''-modules, then a
map is a
homomorphism of ''R''-modules if for any ''m'', ''n'' in ''M'' and ''r'', ''s'' in ''R'',
:
.
This, like any
homomorphism of mathematical objects, is just a mapping which preserves the structure of the objects. Another name for a homomorphism of ''R''-modules is an ''R''-
linear map.
A
bijective module homomorphism is called a module
isomorphism, and the two modules ''M'' and ''N'' are called isomorphic. Two isomorphic modules are identical for all practical purposes, differing solely in the notation for their elements.
The
kernel of a module homomorphism is the submodule of ''M'' consisting of all elements that are sent to zero by ''f'', and 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 ...
of ''f'' is the submodule of ''N'' consisting of values ''f''(''m'') for all elements ''m'' of ''M''. The
isomorphism theorems familiar from groups and vector spaces are also valid for ''R''-modules.
Given a ring ''R'', the set of all left ''R''-modules together with their module homomorphisms forms an
abelian category, denoted by ''R''-Mod (see
category of modules
In algebra, given a ring ''R'', the category of left modules over ''R'' is the category whose objects are all left modules over ''R'' and whose morphisms are all module homomorphisms between left ''R''-modules. For example, when ''R'' is the ring o ...
).
Types of modules
; Finitely generated: An ''R''-module ''M'' is
finitely generated if there exist finitely many elements ''x''
1, ..., ''x''
''n'' in ''M'' such that every element of ''M'' is a
linear combination of those elements with coefficients from the ring ''R''.
; Cyclic: A module is called a
cyclic module if it is generated by one element.
; Free: A
free ''R''-module is a module that has a basis, or equivalently, one that is isomorphic to a
direct sum
The direct sum is an operation between structures in abstract algebra, a branch of mathematics. It is defined differently, but analogously, for different kinds of structures. To see how the direct sum is used in abstract algebra, consider a more ...
of copies of the ring ''R''. These are the modules that behave very much like vector spaces.
; Projective:
Projective module
In mathematics, particularly in algebra, the class of projective modules enlarges the class of free modules (that is, modules with basis vectors) over a ring, by keeping some of the main properties of free modules. Various equivalent characterizati ...
s are
direct summands of free modules and share many of their desirable properties.
; Injective:
Injective modules are defined dually to projective modules.
; Flat: A module is called
flat if taking the
tensor product of it with any
exact sequence of ''R''-modules preserves exactness.
; Torsionless: A module is called
torsionless if it embeds into its algebraic dual.
; Simple: A
simple module ''S'' is a module that is not and whose only submodules are and ''S''. Simple modules are sometimes called ''irreducible''.
[Jacobson (1964)]
p. 4
Def. 1;
; Semisimple: A
semisimple module is a direct sum (finite or not) of simple modules. Historically these modules are also called ''completely reducible''.
; Indecomposable: An
indecomposable module is a non-zero module that cannot be written as a
direct sum
The direct sum is an operation between structures in abstract algebra, a branch of mathematics. It is defined differently, but analogously, for different kinds of structures. To see how the direct sum is used in abstract algebra, consider a more ...
of two non-zero submodules. Every simple module is indecomposable, but there are indecomposable modules which are not simple (e.g.
uniform modules).
; Faithful: A
faithful module ''M'' is one where the action of each in ''R'' on ''M'' is nontrivial (i.e. for some ''x'' in ''M''). Equivalently, the
annihilator of ''M'' is the
zero ideal.
; Torsion-free: A
torsion-free module is a module over a ring such that 0 is the only element annihilated by a regular element (non
zero-divisor) of the ring, equivalently implies or .
; Noetherian: A
Noetherian module is a module which satisfies the
ascending chain condition on submodules, that is, every increasing chain of submodules becomes stationary after finitely many steps. Equivalently, every submodule is finitely generated.
; Artinian: An
Artinian module is a module which satisfies the
descending chain condition on submodules, that is, every decreasing chain of submodules becomes stationary after finitely many steps.
; Graded: A
graded module is a module with a decomposition as a direct sum over a
graded ring such that for all ''x'' and ''y''.
; Uniform: A
uniform module is a module in which all pairs of nonzero submodules have nonzero intersection.
Further notions
Relation to representation theory
A representation of a group ''G'' over a field ''k'' is a module over the
group ring ''k''
'G''
If ''M'' is a left ''R''-module, then the ''action'' of an element ''r'' in ''R'' is defined to be the map that sends each ''x'' to ''rx'' (or ''xr'' in the case of a right module), and is necessarily a
group endomorphism of the abelian group . The set of all group endomorphisms of ''M'' is denoted End
Z(''M'') and forms a ring under addition and
composition, and sending a ring element ''r'' of ''R'' to its action actually defines a
ring homomorphism from ''R'' to End
Z(''M'').
Such a ring homomorphism is called a ''representation'' of ''R'' over the abelian group ''M''; an alternative and equivalent way of defining left ''R''-modules is to say that a left ''R''-module is an abelian group ''M'' together with a representation of ''R'' over it. Such a representation may also be called a ''ring action'' of ''R'' on ''M''.
A representation is called ''faithful'' if and only if the map is
injective
In mathematics, an injective function (also known as injection, or one-to-one function) is a function that maps distinct elements of its domain to distinct elements; that is, implies . (Equivalently, implies in the equivalent contrapositiv ...
. In terms of modules, this means that if ''r'' is an element of ''R'' such that for all ''x'' in ''M'', then . Every abelian group is a faithful module over the
integers or over some
ring of integers modulo ''n'', Z/''n''Z.
Generalizations
A ring ''R'' corresponds to a
preadditive category R with a single
object. With this understanding, a left ''R''-module is just a covariant
additive functor from R to the
category Ab of abelian groups, and right ''R''-modules are contravariant additive functors. This suggests that, if C is any preadditive category, a covariant additive functor from C to Ab should be considered a generalized left module over C. These functors form a
functor category C-Mod which is the natural generalization of the module category ''R''-Mod.
Modules over ''commutative'' rings can be generalized in a different direction: take a
ringed space (''X'', O
''X'') and consider the
sheaves of O
''X''-modules (see
sheaf of modules). These form a category O
''X''-Mod, and play an important role in modern
algebraic geometry
Algebraic geometry is a branch of mathematics, classically studying zeros of multivariate polynomials. Modern algebraic geometry is based on the use of abstract algebraic techniques, mainly from commutative algebra, for solving geometrical ...
. If ''X'' has only a single point, then this is a module category in the old sense over the commutative ring O
''X''(''X'').
One can also consider modules over a
semiring. Modules over rings are abelian groups, but modules over semirings are only
commutative monoids. Most applications of modules are still possible. In particular, for any
semiring ''S'', the matrices over ''S'' form a semiring over which the tuples of elements from ''S'' are a module (in this generalized sense only). This allows a further generalization of the concept of
vector space incorporating the semirings from theoretical computer science.
Over
near-rings, one can consider near-ring modules, a nonabelian generalization of modules.
See also
*
Group ring
*
Algebra (ring theory)
In mathematics, an algebra over a field (often simply called an algebra) is a vector space equipped with a bilinear map, bilinear product (mathematics), product. Thus, an algebra is an algebraic structure consisting of a set (mathematics), set to ...
*
Module (model theory)
*
Module spectrum
*
Annihilator
Notes
References
* F.W. Anderson and K.R. Fuller: ''Rings and Categories of Modules'', Graduate Texts in Mathematics, Vol. 13, 2nd Ed., Springer-Verlag, New York, 1992, ,
*
Nathan Jacobson. ''Structure of rings''. Colloquium publications, Vol. 37, 2nd Ed., AMS Bookstore, 1964,
External links
*
*
{{Authority control
Algebraic structures
* Module