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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 group (mathematics), groups, ring (mathematics), rings, field (mathematics), fields, module (mathe ...
, a matrix ring is a set of
matrices Matrix most commonly refers to: * ''The Matrix'' (franchise), an American media franchise ** ''The Matrix'', a 1999 science-fiction action film ** "The Matrix", a fictional setting, a virtual reality environment, within ''The Matrix'' (franchis ...
with entries in a
ring Ring may refer to: * Ring (jewellery), a round band, usually made of metal, worn as ornamental jewelry * To make a sound with a bell, and the sound made by a bell :(hence) to initiate a telephone connection Arts, entertainment and media Film and ...
''R'' that form a ring under
matrix addition In mathematics, matrix addition is the operation of adding two matrices by adding the corresponding entries together. However, there are other operations which could also be considered addition for matrices, such as the direct sum and the Kroneck ...
and
matrix multiplication In mathematics, particularly in linear algebra, matrix multiplication is a binary operation that produces a matrix from two matrices. For matrix multiplication, the number of columns in the first matrix must be equal to the number of rows in the s ...
. 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 In linear algebra, a diagonal matrix is a matrix in which the entries outside the main diagonal are all zero; the term usually refers to square matrices. Elements of the main diagonal can either be zero or nonzero. An example of a 2×2 diagonal m ...
over ''R''. This
subalgebra In mathematics, a subalgebra is a subset of an algebra, closed under all its operations, and carrying the induced operations. "Algebra", when referring to a structure, often means a vector space or module equipped with an additional bilinear operat ...
of M''n''(''R'') is isomorphic to the direct product 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 In mathematics, especially functional analysis, a Banach algebra, named after Stefan Banach, is an associative algebra A over the real or complex numbers (or over a non-Archimedean complete normed field) that at the same time is also a Banach ...
, 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 In mathematics, a binary operation is commutative if changing the order of the operands does not change the result. It is a fundamental property of many binary operations, and many mathematical proofs depend on it. Most familiar as the name of ...
, then M''n''(''R'') has a structure of a *-algebra over ''R'', where the
involution Involution may refer to: * Involute, a construction in the differential geometry of curves * '' Agricultural Involution: The Processes of Ecological Change in Indonesia'', a 1963 study of intensification of production through increased labour inpu ...
* on M''n''(''R'') is
matrix transposition In linear algebra, the transpose of a matrix is an operator which flips a matrix over its diagonal; that is, it switches the row and column indices of the matrix by producing another matrix, often denoted by (among other notations). The t ...
. *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 ''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 called ...
''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 Hamilt ...
in 1853 introduced a ring, whose elements he called
biquaternions In abstract algebra, the biquaternions are the numbers , where , and are complex numbers, or variants thereof, and the elements of multiply as in the quaternion group and commute with their coefficients. There are three types of biquaternions co ...
Lecture 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 Basis may refer to: Finance and accounting * Adjusted basis, the net cost of an asset after adjusting for various tax-related items *Basis point, 0.01%, often used in the context of interest rates * Basis trading, a trading strategy consisting ...
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 In mathematical physics and mathematics, the Pauli matrices are a set of three complex matrices which are Hermitian, involutory and unitary. Usually indicated by the Greek letter sigma (), they are occasionally denoted by tau () when used ...
. * A matrix ring over a field is a
Frobenius algebra In mathematics, especially in the fields of representation theory and module theory, a Frobenius algebra is a finite-dimensional unital associative algebra with a special kind of bilinear form which gives the algebras particularly nice duality th ...
, 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 In mathematics, the endomorphisms of an abelian group ''X'' form a ring. This ring is called the endomorphism ring of ''X'', denoted by End(''X''); the set of all homomorphisms of ''X'' into itself. Addition of endomorphisms arises naturally in a ...
of the free right ''R''-module of rank ''n''; that is, .
Matrix multiplication In mathematics, particularly in linear algebra, matrix multiplication is a binary operation that produces a matrix from two matrices. For matrix multiplication, the number of columns in the first matrix must be equal to the number of rows in the s ...
corresponds to composition of endomorphisms. * The ring M''n''(''D'') over a
division ring In algebra, a division ring, also called a skew field, is a nontrivial ring in which division by nonzero elements is defined. Specifically, it is a nontrivial ring in which every nonzero element has a multiplicative inverse, that is, an element ...
''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 sim ...
, a special type of
semisimple ring In mathematics, especially in the area of abstract algebra known as module theory, a semisimple module or completely reducible module is a type of module that can be understood easily from its parts. A ring that is a semisimple module over itsel ...
. 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 ring In the branch of abstract algebra known as ring theory, a left primitive ring is a ring which has a faithful simple left module. Well known examples include endomorphism rings of vector spaces and Weyl algebras over fields of characteristic ...
s. * The Artin–Wedderburn theorem states that every semisimple ring is isomorphic to a finite direct product \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 In ring theory, a branch of abstract algebra, an ideal of a ring is a special subset of its elements. Ideals generalize certain subsets of the integers, such as the even numbers or the multiples of 3. Addition and subtraction of even numbers p ...
. 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 In abstract algebra, Morita equivalence is a relationship defined between rings that preserves many ring-theoretic properties. More precisely two rings like ''R'', ''S'' are Morita equivalent (denoted by R\approx S) if their categories of modules ...
. 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 In mathematics, the adjective Noetherian is used to describe objects that satisfy an ascending or descending chain condition on certain kinds of subobjects, meaning that certain ascending or descending sequences of subobjects must have finite lengt ...
,
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 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 In mathematics, a binary operation is commutative if changing the order of the operands does not change the result. It is a fundamental property of many binary operations, and many mathematical proofs depend on it. Most familiar as the name of ...
if and only if , , or ''R'' is
commutative In mathematics, a binary operation is commutative if changing the order of the operands does not change the result. It is a fundamental property of many binary operations, and many mathematical proofs depend on it. Most familiar as the name of ...
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 zer ...
s and
nilpotent element In mathematics, an element x of a ring R is called nilpotent if there exists some positive integer n, called the index (or sometimes the degree), such that x^n=0. The term was introduced by Benjamin Peirce in the context of his work on the cla ...
s; 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 Center or centre may refer to: Mathematics *Center (geometry), the middle of an object * Center (algebra), used in various contexts ** Center (group theory) ** Center (ring theory) * Graph center, the set of all vertices of minimum eccentrici ...
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 In algebra, a unit of a ring is an invertible element for the multiplication of the ring. That is, an element of a ring is a unit if there exists in such that vu = uv = 1, where is the multiplicative identity; the element is unique for this ...
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 In mathematics, particularly in abstract algebra, a ring ''R'' is said to be stably finite (or weakly finite) if, for all square matrices ''A'' and ''B'' of the same size with entries in ''R'', ''AB'' = 1 implies ''BA'' =  ...
.


Matrix semiring

In fact, ''R'' needs to be only a
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 ar ...
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 a ...
(the
two-element Boolean algebra In mathematics and abstract algebra, the two-element Boolean algebra is the Boolean algebra whose ''underlying set'' (or universe or ''carrier'') ''B'' is the Boolean domain. The elements of the Boolean domain are 1 and 0 by convention, so that ''B ...
''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 In mathematics, particularly linear algebra, a zero matrix or null matrix is a matrix all of whose entries are zero. It also serves as the additive identity of the additive group of m \times n matrices, and is denoted by the symbol O or 0 followed ...
) as the zero, and the
identity 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 ...
( 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; ...
.


See also

* Central simple algebra * Clifford algebra *
Hurwitz's theorem (normed division algebras) Hurwitz's theorem can refer to several theorems named after Adolf Hurwitz: * Hurwitz's theorem (complex analysis) * Riemann–Hurwitz formula in algebraic geometry * Hurwitz's theorem (composition algebras) on quadratic forms and nonassociative alg ...
* Generic matrix ring *
Sylvester's law of inertia Sylvester's law of inertia is a theorem in matrix algebra about certain properties of the coefficient matrix of a real quadratic form that remain invariant under a change of basis. Namely, if ''A'' is the symmetric matrix that defines the quadra ...


References

* {{refend Algebraic structures Ring theory Matrix theory