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abstract algebra In mathematics, more specifically algebra, abstract algebra or modern algebra is the study of algebraic structures. Algebraic structures include groups, rings, fields, modules, vector spaces, lattices, and algebras over a field. The ter ...
, a matrix ring is a set of matrices with entries in a ring ''R'' that form a ring under matrix addition and matrix multiplication . The set of all matrices with entries in ''R'' is a matrix ring denoted M''n''(''R'')Lang, ''Undergraduate algebra'', Springer, 2005; V.§3. (alternative notations: Mat''n''(''R'') and ). Some sets of infinite matrices form infinite matrix rings. Any subring of a matrix ring is a matrix ring. Over a rng, one can form matrix rngs. When ''R'' is a commutative ring, the matrix ring M''n''(''R'') is an associative algebra over ''R'', and may be called a matrix algebra. In this setting, if ''M'' is a matrix and ''r'' is in ''R'', then the matrix ''rM'' is the matrix ''M'' with each of its entries multiplied by ''r''.


Examples

* The set of all matrices over ''R'', denoted M''n''(''R''). This is sometimes called the "full ring of ''n''-by-''n'' matrices". * The set of all upper triangular matrices over ''R''. * The set of all lower triangular matrices over ''R''. * The set of all diagonal matrices over ''R''. This subalgebra of M''n''(''R'') is
isomorphic In mathematics, an isomorphism is a structure-preserving mapping between two structures of the same type that can be reversed by an inverse mapping. Two mathematical structures are isomorphic if an isomorphism exists between them. The word i ...
to the
direct product In mathematics, one can often define a direct product of objects already known, giving a new one. This generalizes the Cartesian product of the underlying sets, together with a suitably defined structure on the product set. More abstractly, one t ...
of ''n'' copies of ''R''. * For any index set ''I'', the ring of endomorphisms of the right ''R''-module M=\bigoplus_R is isomorphic to the ring \mathbb_I(R) of column finite matrices whose entries are indexed by and whose columns each contain only finitely many nonzero entries. The ring of endomorphisms of ''M'' considered as a left ''R''-module is isomorphic to the ring \mathbb_I(R) of row finite matrices. * If ''R'' is a Banach algebra, then the condition of row or column finiteness in the previous point can be relaxed. With the norm in place, absolutely convergent series can be used instead of finite sums. For example, the matrices whose column sums are absolutely convergent sequences form a ring. Analogously of course, the matrices whose row sums are absolutely convergent series also form a ring. This idea can be used to represent operators on Hilbert spaces, for example. * The intersection of the row finite and column finite matrix rings forms a ring \mathbb_I(R). *If ''R'' is commutative, then M''n''(''R'') has a structure of a *-algebra over ''R'', where the involution * on M''n''(''R'') is matrix transposition. *If ''A'' is a C*-algebra, then Mn(''A'') is another C*-algebra. If ''A'' is non-unital, then Mn(''A'') is also non-unital. By the Gelfand-Naimark theorem, there exists a
Hilbert space In mathematics, Hilbert spaces (named after David Hilbert) allow generalizing the methods of linear algebra and calculus from (finite-dimensional) Euclidean vector spaces to spaces that may be infinite-dimensional. Hilbert spaces arise natural ...
''H'' and an isometric *-isomorphism from ''A'' to a norm-closed subalgebra of the algebra ''B''(''H'') of continuous operators; this identifies Mn(''A'') with a subalgebra of ''B''(''H''\oplus n). For simplicity, if we further suppose that ''H'' is separable and ''A'' \subseteq ''B''(''H'') is a unital C*-algebra, we can break up ''A'' into a matrix ring over a smaller C*-algebra. One can do so by fixing a projection ''p'' and hence its orthogonal projection 1 − ''p''; one can identify ''A'' with \begin pAp & pA(1-p) \\ (1-p)Ap & (1-p)A(1-p) \end, where matrix multiplication works as intended because of the orthogonality of the projections. In order to identify ''A'' with a matrix ring over a C*-algebra, we require that ''p'' and 1 − ''p'' have the same ″rank″; more precisely, we need that ''p'' and 1 − ''p'' are Murray–von Neumann equivalent, i.e., there exists a
partial isometry In functional analysis a partial isometry is a linear map between Hilbert spaces such that it is an isometry on the orthogonal complement of its kernel. The orthogonal complement of its kernel is called the initial subspace and its range is call ...
''u'' such that ''p'' = ''uu''* and 1 − ''p'' = ''u''*''u''. One can easily generalize this to matrices of larger sizes. * Complex matrix algebras M''n''(C) are, up to isomorphism, the only finite-dimensional simple associative algebras over the field C of
complex number 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 fo ...
s. Prior to the invention of matrix algebras,
Hamilton Hamilton may refer to: People * Hamilton (name), a common British surname and occasional given name, usually of Scottish origin, including a list of persons with the surname ** The Duke of Hamilton, the premier peer of Scotland ** Lord Hamilto ...
in 1853 introduced a ring, whose elements he called biquaternionsLecture VII of Sir William Rowan Hamilton, ''Lectures on quaternions'', Hodges and Smith, 1853. and modern authors would call tensors in \mathbf \otimes_ \mathbf, that was later shown to be isomorphic to M''2''(C). One basis of M''2''(C) consists of the four matrix units (matrices with one 1 and all other entries 0); another basis is given by the identity matrix and the three Pauli matrices. * A matrix ring over a field is a Frobenius algebra, with Frobenius form given by the trace of the product: .


Structure

* The matrix ring M''n''(''R'') can be identified with the ring of endomorphisms of the free right ''R''-module of rank ''n''; that is, . Matrix multiplication corresponds to composition of endomorphisms. * The ring M''n''(''D'') over a division ring ''D'' is an Artinian
simple ring In abstract algebra, a branch of mathematics, a simple ring is a non-zero ring that has no two-sided ideal besides the zero ideal and itself. In particular, a commutative ring is a simple ring if and only if it is a field. The center of a simpl ...
, a special type of semisimple ring. The rings \mathbb_I(D) and \mathbb_I(D) are ''not'' simple and not Artinian if the set ''I'' is infinite, but they are still full linear rings. * The Artin–Wedderburn theorem states that every semisimple ring is isomorphic to a finite
direct product In mathematics, one can often define a direct product of objects already known, giving a new one. This generalizes the Cartesian product of the underlying sets, together with a suitably defined structure on the product set. More abstractly, one t ...
\prod_^r \operatorname_(D_i), for some nonnegative integer ''r'', positive integers ''n''''i'', and division rings ''D''''i''. *When we view Mn(C) as the ring of linear endomorphisms of Cn, those matrices which vanish on a given subspace V form a left ideal. Conversely, for a given left ideal ''I'' of Mn(C) the intersection of null spaces of all matrices in ''I'' gives a subspace of Cn. Under this construction, the left ideals of M''n''(C) are in bijection with the subspaces of Cn. * There is a bijection between the two-sided ideals of M''n''(''R'') and the two-sided ideals of ''R''. Namely, for each ideal ''I'' of ''R'', the set of all matrices with entries in ''I'' is an ideal of M''n''(''R''), and each ideal of M''n''(''R'') arises in this way. This implies that M''n''(''R'') is
simple Simple or SIMPLE may refer to: *Simplicity, the state or quality of being simple Arts and entertainment * ''Simple'' (album), by Andy Yorke, 2008, and its title track * "Simple" (Florida Georgia Line song), 2018 * "Simple", a song by Johnn ...
if and only if ''R'' is simple. For , not every left ideal or right ideal of M''n''(''R'') arises by the previous construction from a left ideal or a right ideal in ''R''. For example, the set of matrices whose columns with indices 2 through ''n'' are all zero forms a left ideal in M''n''(''R''). * The previous ideal correspondence actually arises from the fact that the rings ''R'' and M''n''(''R'') are Morita equivalent. Roughly speaking, this means that the category of left ''R''-modules and the category of left M''n''(''R'')-modules are very similar. Because of this, there is a natural bijective correspondence between the ''isomorphism classes'' of left ''R''-modules and left M''n''(''R'')-modules, and between the isomorphism classes of left ideals of ''R'' and left ideals of M''n''(''R''). Identical statements hold for right modules and right ideals. Through Morita equivalence, M''n''(''R'') inherits any Morita-invariant properties of ''R'', such as being
simple Simple or SIMPLE may refer to: *Simplicity, the state or quality of being simple Arts and entertainment * ''Simple'' (album), by Andy Yorke, 2008, and its title track * "Simple" (Florida Georgia Line song), 2018 * "Simple", a song by Johnn ...
, Artinian, Noetherian,
prime A prime number (or a prime) is a natural number greater than 1 that is not a 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 because the only ways ...
.


Properties

* If ''S'' is a
subring In mathematics, a subring of ''R'' is a subset of a ring that is itself a ring when binary operations of addition and multiplication on ''R'' are restricted to the subset, and which shares the same multiplicative identity as ''R''. For those ...
of ''R'', then M''n''(''S'') is a subring of M''n''(''R''). For example, M''n''(Z) is a subring of M''n''(Q). * The matrix ring M''n''(''R'') is commutative if and only if , , or ''R'' is commutative and . In fact, this is true also for the subring of upper triangular matrices. Here is an example showing two upper triangular matrices that do not commute, assuming : *:: \begin 1 & 0 \\ 0 & 0 \end \begin 1 & 1 \\ 0 & 0 \end = \begin 1 & 1 \\ 0 & 0 \end *:and *:: \begin 1 & 1 \\ 0 & 0 \end \begin 1 & 0 \\ 0 & 0 \end = \begin 1 & 0 \\ 0 & 0 \end. * For ''n'' ≥ 2, the matrix ring M''n''(''R'') over a nonzero ring has
zero divisor In abstract algebra, an element of a ring is called a left zero divisor if there exists a nonzero in such that , or equivalently if the map from to that sends to is not injective. Similarly, an element of a ring is called a right ze ...
s and nilpotent elements; the same holds for the ring of upper triangular matrices. An example in matrices would be *:: \begin 0 & 1 \\ 0 & 0 \end \begin 0 & 1 \\ 0 & 0 \end = \begin 0 & 0 \\ 0 & 0 \end. * The center of M''n''(''R'') consists of the scalar multiples of the identity matrix, I_n, in which the scalar belongs to the center of ''R''. * The unit group of M''n''(''R''), consisting of the invertible matrices under multiplication, is denoted GL''n''(''R''). * If ''F'' is a field, then for any two matrices ''A'' and ''B'' in M''n''(''F''), the equality implies . This is not true for every ring ''R'' though. A ring ''R'' whose matrix rings all have the mentioned property is known as a stably finite ring .


Matrix semiring

In fact, ''R'' needs to be only a semiring for M''n''(''R'') to be defined. In this case, M''n''(''R'') is a semiring, called the matrix semiring. Similarly, if ''R'' is a commutative semiring, then M''n''(''R'') is a . For example, if ''R'' is the
Boolean semiring In abstract algebra, a semiring is an algebraic structure similar to a ring, but without the requirement that each element must have an additive inverse. The term rig is also used occasionally—this originated as a joke, suggesting that rigs are ...
(the two-element Boolean algebra ''R'' =  with 1 + 1 = 1),Droste, M., & Kuich, W. (2009). Semirings and Formal Power Series. ''Handbook of Weighted Automata'', 3–28. then M''n''(''R'') is the semiring of binary relations on an ''n''-element set with union as addition, composition of relations as multiplication, the
empty relation In mathematics, a homogeneous relation (also called endorelation) over a set ''X'' is a binary relation over ''X'' and itself, i.e. it is a subset of the Cartesian product . This is commonly phrased as "a relation on ''X''" or "a (binary) relation ...
( zero matrix) as the zero, and the identity relation ( identity matrix) as the
unity Unity may refer to: Buildings * Unity Building, Oregon, Illinois, US; a historic building * Unity Building (Chicago), Illinois, US; a skyscraper * Unity Buildings, Liverpool, UK; two buildings in England * Unity Chapel, Wyoming, Wisconsin, US; a ...
.


See also

* Central simple algebra * Clifford algebra * Hurwitz's theorem (normed division algebras) *
Generic matrix ring In algebra, a generic matrix ring is a sort of a universal matrix ring. Definition We denote by F_n a generic matrix ring of size ''n'' with variables X_1, \dots X_m. It is characterized by the universal property: given a commutative ring ''R'' a ...
* Sylvester's law of inertia


References

* {{refend Algebraic structures Ring theory Matrix theory