In
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 te ...
, a matrix ring is a set of
matrices with entries in a
ring ''R'' that form a ring under
matrix addition 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 ...
. 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
In mathematics, a triangular matrix is a special kind of square matrix. A square matrix is called if all the entries ''above'' the main diagonal are zero. Similarly, a square matrix is called if all the entries ''below'' the main diagonal are ...
over ''R''.
* The set of all lower triangular matrices
In mathematics, a triangular matrix is a special kind of square matrix. A square matrix is called if all the entries ''above'' the main diagonal are zero. Similarly, a square matrix is called if all the entries ''below'' the main diagonal are ...
over ''R''.
* The set of all diagonal matrices over ''R''. This subalgebra of M''n''(''R'') is isomorphic 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 is isomorphic to the ring 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 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 .
*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 o ...
, 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
In mathematics, specifically in functional analysis, a C∗-algebra (pronounced "C-star") is a Banach algebra together with an involution satisfying the properties of the adjoint. A particular case is that of a complex algebra ''A'' of continu ...
, 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 natu ...
''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''). For simplicity, if we further suppose that ''H'' is separable and ''A'' ''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 , 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 cal ...
''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 for ...
s. Prior to the invention of matrix algebras, Hamilton in 1853 introduced a ring, whose elements he called biquaternions[Lecture VII of Sir William Rowan Hamilton, ''Lectures on quaternions'', Hodges and Smith, 1853.] and modern authors would call tensors in , 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
In linear algebra, the identity matrix of size n is the n\times n square matrix with ones on the main diagonal and zeros elsewhere.
Terminology and notation
The identity matrix is often denoted by I_n, or simply by I if the size is immaterial ...
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 use ...
.
* 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
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 ...
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 simple ...
, 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 itse ...
. The rings and 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 ...
, 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
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 ...
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 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, 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 way ...
.
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
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 o ...
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 o ...
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 :
*::
*:and
*::
* For ''n'' ≥ 2, the matrix ring M''n''(''R'') over a nonzero ring has zero divisors 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
*::
* The center of M''n''(''R'') consists of the scalar multiples of the identity matrix
In linear algebra, the identity matrix of size n is the n\times n square matrix with ones on the main diagonal and zeros elsewhere.
Terminology and notation
The identity matrix is often denoted by I_n, or simply by I if the size is immaterial ...
, , 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
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 ...
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 (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 relation
In mathematics, a binary relation associates elements of one set, called the ''domain'', with elements of another set, called the ''codomain''. A binary relation over Set (mathematics), sets and is a new set of ordered pairs consisting of ele ...
s on an ''n''-element set with union as addition, composition of relations as multiplication, the empty 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 (identity matrix
In linear algebra, the identity matrix of size n is the n\times n square matrix with ones on the main diagonal and zeros elsewhere.
Terminology and notation
The identity matrix is often denoted by I_n, or simply by I if the size is immaterial ...
) as the unity.
See also
* Central simple algebra
In ring theory and related areas of mathematics a central simple algebra (CSA) over a field ''K'' is a finite-dimensional associative ''K''-algebra ''A'' which is simple, and for which the center is exactly ''K''. (Note that ''not'' every simp ...
* Clifford algebra
In mathematics, a Clifford algebra is an algebra generated by a vector space with a quadratic form, and is a unital associative algebra. As -algebras, they generalize the real numbers, complex numbers, quaternions and several other hyperc ...
* 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
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 quad ...
References
*
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Algebraic structures
Ring theory
Matrix theory