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In mathematics, more specifically in
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 ...
, the Frobenius theorem, proved by Ferdinand Georg Frobenius in 1877, characterizes the finite-dimensional associative
division algebra In the field of mathematics called abstract algebra, a division algebra is, roughly speaking, an algebra over a field in which division, except by zero, is always possible. Definitions Formally, we start with a non-zero algebra ''D'' over a fie ...
s over the
real number In mathematics, a real number is a number that can be used to measure a ''continuous'' one-dimensional quantity such as a distance, duration or temperature. Here, ''continuous'' means that values can have arbitrarily small variations. Every ...
s. According to the theorem, every such algebra is isomorphic to one of the following: * (the
real number In mathematics, a real number is a number that can be used to measure a ''continuous'' one-dimensional quantity such as a distance, duration or temperature. Here, ''continuous'' means that values can have arbitrarily small variations. Every ...
s) * (the
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) * (the
quaternions In mathematics, the quaternion number system extends the complex numbers. Quaternions were first described by the Irish mathematician William Rowan Hamilton in 1843 and applied to mechanics in three-dimensional space. Hamilton defined a quater ...
). These algebras have real dimension , and , respectively. Of these three algebras, and are
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 ...
, but is not.


Proof

The main ingredients for the following proof are the
Cayley–Hamilton theorem In linear algebra, the Cayley–Hamilton theorem (named after the mathematicians Arthur Cayley and William Rowan Hamilton) states that every square matrix over a commutative ring (such as the real or complex numbers or the integers) satisfies ...
and the
fundamental theorem of algebra The fundamental theorem of algebra, also known as d'Alembert's theorem, or the d'Alembert–Gauss theorem, states that every non- constant single-variable polynomial with complex coefficients has at least one complex root. This includes polynomia ...
.


Introducing some notation

* Let be the division algebra in question. * Let be the dimension of . * We identify the real multiples of with . * When we write for an element of , we tacitly assume that is contained in . * We can consider as a finite-dimensional -
vector space In mathematics and physics, a vector space (also called a linear space) is a set whose elements, often called '' vectors'', may be added together and multiplied ("scaled") by numbers called ''scalars''. Scalars are often real numbers, but can ...
. Any element of defines an
endomorphism In mathematics, an endomorphism is a morphism from a mathematical object to itself. An endomorphism that is also an isomorphism is an automorphism. For example, an endomorphism of a vector space is a linear map , and an endomorphism of a gr ...
of by left-multiplication, we identify with that endomorphism. Therefore, we can speak about the
trace Trace may refer to: Arts and entertainment Music * ''Trace'' (Son Volt album), 1995 * ''Trace'' (Died Pretty album), 1993 * Trace (band), a Dutch progressive rock band * ''The Trace'' (album) Other uses in arts and entertainment * ''Trace'' ...
of , and its characteristic and minimal
polynomial In mathematics, a polynomial is an expression consisting of indeterminates (also called variables) and coefficients, that involves only the operations of addition, subtraction, multiplication, and positive-integer powers of variables. An example ...
s. * For any in define the following real quadratic polynomial: ::Q(z; x) = x^2 - 2\operatorname(z)x + , z, ^2 = (x-z)(x-\overline) \in \mathbf :Note that if then is irreducible over .


The claim

The key to the argument is the following :Claim. The set of all elements of such that is a vector subspace of of
dimension In physics and mathematics, the dimension of a mathematical space (or object) is informally defined as the minimum number of coordinates needed to specify any point within it. Thus, a line has a dimension of one (1D) because only one coor ...
. Moreover as -vector spaces, which implies that generates as an algebra. Proof of Claim: Let be the dimension of as an -vector space, and pick in with characteristic polynomial . By the fundamental theorem of algebra, we can write : p(x)= (x-t_1)\cdots(x-t_r) (x-z_1)(x - \overline) \cdots (x-z_s)(x - \overline), \qquad t_i \in \mathbf, \quad z_j \in \mathbf \backslash \mathbf. We can rewrite in terms of the polynomials : : p(x)= (x-t_1)\cdots(x-t_r) Q(z_1; x) \cdots Q(z_s; x). Since , the polynomials are all irreducible over . By the Cayley–Hamilton theorem, and because is a division algebra, it follows that either for some or that for some . The first case implies that is real. In the second case, it follows that is the minimal polynomial of . Because has the same complex roots as the minimal polynomial and because it is real it follows that : p(x)= Q(z_j; x)^k = \left (x^2 - 2\operatorname(z_j) x + , z_j, ^2 \right )^k Since is the characteristic polynomial of the coefficient of in is up to a sign. Therefore, we read from the above equation we have: if and only if , in other words if and only if . So is the subset of all with . In particular, it is a vector subspace. The
rank–nullity theorem The rank–nullity theorem is a theorem in linear algebra, which asserts that the dimension of the domain of a linear map is the sum of its rank (the dimension of its image) and its ''nullity'' (the dimension of its kernel). p. 70, §2.1, Theo ...
then implies that has dimension since it is the kernel of \operatorname : D \to \mathbf. Since and are disjoint (i.e. they satisfy \mathbf R \cap V = \), and their dimensions sum to , we have that .


The finish

For in define . Because of the identity , it follows that is real. Furthermore, since , we have: for . Thus is a positive definite
symmetric bilinear form In mathematics, a symmetric bilinear form on a vector space is a bilinear map from two copies of the vector space to the field of scalars such that the order of the two vectors does not affect the value of the map. In other words, it is a bilinea ...
, in other words, an
inner product In mathematics, an inner product space (or, rarely, a Hausdorff pre-Hilbert space) is a real vector space or a complex vector space with an operation called an inner product. The inner product of two vectors in the space is a scalar, often ...
on . Let be a subspace of that generates as an algebra and which is minimal with respect to this property. Let be an
orthonormal basis In mathematics, particularly linear algebra, an orthonormal basis for an inner product space ''V'' with finite dimension is a basis for V whose vectors are orthonormal, that is, they are all unit vectors and orthogonal to each other. For examp ...
of with respect to . Then orthonormality implies that: :e_i^2 =-1, \quad e_i e_j = - e_j e_i. If , then is isomorphic to . If , then is generated by and subject to the relation . Hence it is isomorphic to . If , it has been shown above that is generated by subject to the relations :e_1^2 = e_2^2 =-1, \quad e_1 e_2 = - e_2 e_1, \quad (e_1 e_2)(e_1 e_2) =-1. These are precisely the relations for . If , then cannot be a division algebra. Assume that . Let . It is easy to see that (this only works if ). If were a division algebra, implies , which in turn means: and so generate . This contradicts the minimality of .


Remarks and related results

*The fact that is generated by subject to the above relations means that is the Clifford algebra of . The last step shows that the only real Clifford algebras which are division algebras are and . *As a consequence, the only
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 ...
division algebras are and . Also note that is not a -algebra. If it were, then the center of has to contain , but the center of is . Therefore, the only finite-dimensional division algebra over is itself. * This theorem is closely related to Hurwitz's theorem, which states that the only real
normed division algebra In mathematics, Hurwitz's theorem is a theorem of Adolf Hurwitz (1859–1919), published posthumously in 1923, solving the Hurwitz problem for finite-dimensional unital real non-associative algebras endowed with a positive-definite quadratic f ...
s are , and the (non-associative) algebra . * Pontryagin variant. If is a
connected Connected may refer to: Film and television * ''Connected'' (2008 film), a Hong Kong remake of the American movie ''Cellular'' * '' Connected: An Autoblogography About Love, Death & Technology'', a 2011 documentary film * ''Connected'' (2015 TV ...
, locally compact division
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 ...
, then , or .


References

* Ray E. Artz (2009
Scalar Algebras and Quaternions
Theorem 7.1 "Frobenius Classification", page 26. * Ferdinand Georg Frobenius (1878)
Über lineare Substitutionen und bilineare Formen
, ''Journal für die reine und angewandte Mathematik'' 84:1–63 ( Crelle's Journal). Reprinted in ''Gesammelte Abhandlungen'' Band I, pp. 343–405. * Yuri Bahturin (1993) ''Basic Structures of Modern Algebra'', Kluwer Acad. Pub. pp. 30–2 {{ISBN, 0-7923-2459-5 . *
Leonard Dickson Leonard Eugene Dickson (January 22, 1874 – January 17, 1954) was an American mathematician. He was one of the first American researchers in abstract algebra, in particular the theory of finite fields and classical groups, and is also reme ...
(1914) ''Linear Algebras'',
Cambridge University Press Cambridge University Press is the university press of the University of Cambridge. Granted letters patent by King Henry VIII in 1534, it is the oldest university press in the world. It is also the King's Printer. Cambridge University Pre ...
. See §11 "Algebra of real quaternions; its unique place among algebras", pages 10 to 12. * R.S. Palais (1968) "The Classification of Real Division Algebras" American Mathematical Monthly 75:366–8. *
Lev Semenovich Pontryagin Lev Semenovich Pontryagin (russian: Лев Семёнович Понтрягин, also written Pontriagin or Pontrjagin) (3 September 1908 – 3 May 1988) was a Soviet Union, Soviet mathematician. He was born in Moscow and lost his eyesight ...
,
Topological Groups In mathematics, topology (from the Greek words , and ) is concerned with the properties of a geometric object that are preserved under continuous deformations, such as stretching, twisting, crumpling, and bending; that is, without closing ...
, page 159, 1966. Algebras Quaternions Theorems about algebras Articles containing proofs