Semi-simplicity
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In mathematics, semi-simplicity is a widespread concept in disciplines such as
linear algebra Linear algebra is the branch of mathematics concerning linear equations such as: :a_1x_1+\cdots +a_nx_n=b, linear maps such as: :(x_1, \ldots, x_n) \mapsto a_1x_1+\cdots +a_nx_n, and their representations in vector spaces and through matrices ...
,
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 ...
,
representation theory Representation theory is a branch of mathematics that studies abstract algebraic structures by ''representing'' their elements as linear transformations of vector spaces, and studies modules over these abstract algebraic structures. In essen ...
, category theory, and algebraic geometry. A semi-simple object is one that can be decomposed into a sum of ''simple'' objects, and simple objects are those that do not contain non-trivial proper sub-objects. The precise definitions of these words depends on the context. For example, if ''G'' is a finite
group A group is a number of persons or things that are located, gathered, or classed together. Groups of people * Cultural group, a group whose members share the same cultural identity * Ethnic group, a group whose members share the same ethnic ide ...
, then a nontrivial finite-dimensional representation ''V'' over a
field Field may refer to: Expanses of open ground * Field (agriculture), an area of land used for agricultural purposes * Airfield, an aerodrome that lacks the infrastructure of an airport * Battlefield * Lawn, an area of mowed grass * Meadow, a grass ...
is said to be ''simple'' if the only subrepresentations it contains are either or ''V'' (these are also called irreducible representations). Now Maschke's theorem says that any finite-dimensional representation of a finite group is a direct sum of simple representations (provided the characteristic of the base field does not divide the order of the group). So in the case of finite groups with this condition, every finite-dimensional representation is semi-simple. Especially in algebra and representation theory, "semi-simplicity" is also called complete reducibility. For example,
Weyl's theorem on complete reducibility In algebra, Weyl's theorem on complete reducibility is a fundamental result in the theory of Lie algebra representations (specifically in the representation theory of semisimple Lie algebras). Let \mathfrak be a semisimple Lie algebra over a field ...
says a finite-dimensional representation of a
semisimple In mathematics, semi-simplicity is a widespread concept in disciplines such as linear algebra, abstract algebra, representation theory, category theory, and algebraic geometry. A semi-simple object is one that can be decomposed into a sum of ''sim ...
compact Lie group is semisimple. A square matrix (in other words a linear operator T:V \to V with ''V'' finite dimensional vector space) is said to be ''simple'' if its only invariant subspaces under ''T'' are and ''V''. If the field is
algebraically closed In mathematics, a field is algebraically closed if every non-constant polynomial in (the univariate polynomial ring with coefficients in ) has a root in . Examples As an example, the field of real numbers is not algebraically closed, because ...
(such as 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), then the only simple matrices are of size 1 by 1. A ''semi-simple matrix'' is one that is similar to a direct sum of simple matrices; if the field is algebraically closed, this is the same as being
diagonalizable In linear algebra, a square matrix A is called diagonalizable or non-defective if it is similar to a diagonal matrix, i.e., if there exists an invertible matrix P and a diagonal matrix D such that or equivalently (Such D are not unique.) F ...
. These notions of semi-simplicity can be unified using the language of semi-simple modules, and generalized to semi-simple
categories Category, plural categories, may refer to: Philosophy and general uses *Categorization, categories in cognitive science, information science and generally *Category of being * ''Categories'' (Aristotle) *Category (Kant) * Categories (Peirce) * ...
.


Introductory example of vector spaces

If one considers all
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 ...
s (over a
field Field may refer to: Expanses of open ground * Field (agriculture), an area of land used for agricultural purposes * Airfield, an aerodrome that lacks the infrastructure of an airport * Battlefield * Lawn, an area of mowed grass * Meadow, a grass ...
, such as the real numbers), the simple vector spaces are those that contain no proper nontrivial subspaces. Therefore, the one- dimensional vector spaces are the simple ones. So it is a basic result of linear algebra that any finite-dimensional vector space is the direct sum of simple vector spaces; in other words, all finite-dimensional vector spaces are semi-simple.


Semi-simple matrices

A square matrix or, equivalently, a linear operator ''T'' on 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 ...
''V'' is called ''semi-simple'' if every ''T''-
invariant subspace In mathematics, an invariant subspace of a linear mapping ''T'' : ''V'' → ''V '' i.e. from some vector space ''V'' to itself, is a subspace ''W'' of ''V'' that is preserved by ''T''; that is, ''T''(''W'') ⊆ ''W''. General descri ...
has a complementary ''T''-invariant subspace.Lam (2001), p. 39/ref> This is equivalent to the minimal polynomial of ''T'' being square-free. For vector spaces over an
algebraically closed In mathematics, a field is algebraically closed if every non-constant polynomial in (the univariate polynomial ring with coefficients in ) has a root in . Examples As an example, the field of real numbers is not algebraically closed, because ...
field ''F'', semi-simplicity of a matrix is equivalent to
diagonalizability In linear algebra, a square matrix A is called diagonalizable or non-defective if it is similar to a diagonal matrix, i.e., if there exists an invertible matrix P and a diagonal matrix D such that or equivalently (Such D are not unique.) F ...
. This is because such an operator always has an eigenvector; if it is, in addition, semi-simple, then it has a complementary invariant hyperplane, which itself has an eigenvector, and thus by induction is diagonalizable. Conversely, diagonalizable operators are easily seen to be semi-simple, as invariant subspaces are direct sums of eigenspaces, and any eigenbasis for this subspace can be extended to an eigenbasis of the full space.


Semi-simple modules and rings

For a fixed ring ''R'', a nontrivial ''R''-module ''M'' is simple, if it has no submodules other than 0 and ''M''. An ''R''-module ''M'' is semi-simple if every ''R''-submodule of ''M'' is an ''R''-module direct summand of ''M'' (the trivial module 0 is semi-simple, but not simple). For an ''R''-module ''M'', ''M'' is semi-simple if and only if it is the direct sum of simple modules (the trivial module is the empty direct sum). Finally, ''R'' is called a semi-simple ring if it is semi-simple as an ''R''-module. As it turns out, this is equivalent to requiring that any finitely generated ''R''-module ''M'' is semi-simple. Examples of semi-simple rings include fields and, more generally, finite direct products of fields. For a finite group ''G'' Maschke's theorem asserts that the
group ring In algebra, a group ring is a free module and at the same time a ring, constructed in a natural way from any given ring and any given group. As a free module, its ring of scalars is the given ring, and its basis is the set of elements of the giv ...
''R'' 'G''over some ring ''R'' is semi-simple if and only if ''R'' is semi-simple and , ''G'', is invertible in ''R''. Since the theory of modules of ''R'' 'G''is the same as the
representation theory Representation theory is a branch of mathematics that studies abstract algebraic structures by ''representing'' their elements as linear transformations of vector spaces, and studies modules over these abstract algebraic structures. In essen ...
of ''G'' on ''R''-modules, this fact is an important dichotomy, which causes modular representation theory, i.e., the case when , ''G'', ''does'' divide the characteristic of ''R'' to be more difficult than the case when , ''G'', does not divide the characteristic, in particular if ''R'' is a field of characteristic zero. By the Artin–Wedderburn theorem, a unital
Artinian ring In mathematics, specifically abstract algebra, an Artinian ring (sometimes Artin ring) is a ring that satisfies the descending chain condition on (one-sided) ideals; that is, there is no infinite descending sequence of ideals. Artinian rings are ...
''R'' is semisimple if and only if it is (isomorphic to) M_(D_1) \times M_(D_2) \times \cdots \times M_(D_r), where each D_i is 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 ...
and M_n(D) is the ring of ''n''-by-''n'' matrices with entries in ''D''. An operator ''T'' is semi-simple in the sense above if and only if the subalgebra F \subseteq \operatorname_F(V) generated by the powers (i.e., iterations) of ''T'' inside the ring of
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 ...
s of ''V'' is semi-simple. As indicated above, the theory of semi-simple rings is much more easy than the one of general rings. For example, any
short exact sequence An exact sequence is a sequence of morphisms between objects (for example, groups, rings, modules, and, more generally, objects of an abelian category) such that the image of one morphism equals the kernel of the next. Definition In the context ...
:0 \to M' \to M \to M'' \to 0 of modules over a semi-simple ring must split, i.e., M \cong M' \oplus M''. From the point of view of homological algebra, this means that there are no non-trivial extensions. The ring Z of integers is not semi-simple: Z is not the direct sum of ''n''Z and Z/''n''.


Semi-simple categories

Many of the above notions of semi-simplicity are recovered by the concept of a ''semi-simple'' category ''C''. Briefly, a
category Category, plural categories, may refer to: Philosophy and general uses *Categorization, categories in cognitive science, information science and generally * Category of being * ''Categories'' (Aristotle) * Category (Kant) * Categories (Peirce) ...
is a collection of objects and maps between such objects, the idea being that the maps between the objects preserve some structure inherent in these objects. For example, ''R''-modules and ''R''-linear maps between them form a category, for any ring ''R''. An
abelian category In mathematics, an abelian category is a category in which morphisms and objects can be added and in which kernels and cokernels exist and have desirable properties. The motivating prototypical example of an abelian category is the category of ...
''C'' is called semi-simple if there is a collection of simple objects X_\alpha \in C, i.e., ones with no subobject other than the
zero object In category theory, a branch of mathematics, an initial object of a category is an object in such that for every object in , there exists precisely one morphism . The dual notion is that of a terminal object (also called terminal element): ...
0 and X_\alpha itself, such that ''any'' object ''X'' is the direct sum (i.e.,
coproduct In category theory, the coproduct, or categorical sum, is a construction which includes as examples the disjoint union of sets and of topological spaces, the free product of groups, and the direct sum of modules and vector spaces. The coproduc ...
or, equivalently, product) of finitely many simple objects. It follows from
Schur's lemma In mathematics, Schur's lemma is an elementary but extremely useful statement in representation theory of groups and algebras. In the group case it says that if ''M'' and ''N'' are two finite-dimensional irreducible representations of a group ' ...
that the
endomorphism ring 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 ...
:\operatorname_C(X)=\operatorname_C(X, X) in a semi-simple category is a product of matrix rings over division rings, i.e., semi-simple. Moreover, a ring ''R'' is semi-simple if and only if the category of finitely generated ''R''-modules is semisimple. An example from Hodge theory is the category of ''polarizable pure
Hodge structure In mathematics, a Hodge structure, named after W. V. D. Hodge, is an algebraic structure at the level of linear algebra, similar to the one that Hodge theory gives to the cohomology groups of a smooth and compact Kähler manifold. Hodge structur ...
s'', i.e., pure Hodge structures equipped with a suitable positive definite bilinear form. The presence of this so-called polarization causes the category of polarizable Hodge structures to be semi-simple. Another example from algebraic geometry is the category of ''pure motives'' of
smooth Smooth may refer to: Mathematics * Smooth function, a function that is infinitely differentiable; used in calculus and topology * Smooth manifold, a differentiable manifold for which all the transition maps are smooth functions * Smooth algebrai ...
projective varieties In algebraic geometry, a projective variety over an algebraically closed field ''k'' is a subset of some projective ''n''-space \mathbb^n over ''k'' that is the zero-locus of some finite family of homogeneous polynomials of ''n'' + 1 variables wi ...
over a field ''k'' \operatorname(k)_\sim modulo an adequate equivalence relation \sim. As was conjectured by Grothendieck and shown by Jannsen, this category is semi-simple if and only if the equivalence relation is numerical equivalence. This fact is a conceptual cornerstone in the theory of motives. Semisimple abelian categories also arise from a combination of a ''t''-structure and a (suitably related) weight structure on a
triangulated category In mathematics, a triangulated category is a category with the additional structure of a "translation functor" and a class of "exact triangles". Prominent examples are the derived category of an abelian category, as well as the stable homotopy cat ...
.


Semi-simplicity in representation theory

One can ask whether the category of finite-dimensional representations of a group or a Lie algebra is semisimple, that is, whether every finite-dimensional representation decomposes as a direct sum of irreducible representations. The answer, in general, is no. For example, the representation of \mathbb given by :\Pi(x)=\begin 1 & x\\ 0 & 1 \end is not a direct sum of irreducibles. (There is precisely one nontrivial invariant subspace, the span of the first basis element, e_1.) On the other hand, if G is
compact Compact as used in politics may refer broadly to a pact or treaty; in more specific cases it may refer to: * Interstate compact * Blood compact, an ancient ritual of the Philippines * Compact government, a type of colonial rule utilized in British ...
, then every finite-dimensional representation \Pi of G admits 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 ...
with respect to which \Pi is unitary, showing that \Pi decomposes as a sum of irreducibles. Similarly, if \mathfrak is a complex semisimple Lie algebra, every finite-dimensional representation of \mathfrak is a sum of irreducibles. Weyl's original proof of this used the
unitarian trick In mathematics, the unitarian trick is a device in the representation theory of Lie groups, introduced by for the special linear group and by Hermann Weyl for general semisimple groups. It applies to show that the representation theory of some g ...
: Every such \mathfrak is the complexification of the Lie algebra of a simply connected compact Lie group K. Since K is simply connected, there is a one-to-one correspondence between the finite-dimensional representations of K and of \mathfrak. Theorem 5.6 Thus, the just-mentioned result about representations of compact groups applies. It is also possible to prove semisimplicity of representations of \mathfrak directly by algebraic means, as in Section 10.3 of Hall's book. See also: Fusion category (which are semisimple).


See also

*A
semisimple Lie algebra In mathematics, a Lie algebra is semisimple if it is a direct sum of simple Lie algebras. (A simple Lie algebra is a non-abelian Lie algebra without any non-zero proper ideals). Throughout the article, unless otherwise stated, a Lie algebra is ...
is a Lie algebra that is a direct sum of simple Lie algebras. *A semisimple algebraic group is a linear algebraic group whose radical of the identity component is trivial. *
Semisimple algebra In ring theory, a branch of mathematics, a semisimple algebra is an associative artinian algebra over a field which has trivial Jacobson radical (only the zero element of the algebra is in the Jacobson radical). If the algebra is finite-dimen ...
* Semisimple representation


References

* {{Citation, last=Hall, first=Brian C., title=Lie Groups, Lie Algebras, and Representations: An Elementary Introduction, edition=2nd, series=Graduate Texts in Mathematics, volume=222, publisher=Springer, year=2015


External links


Are abelian non-degenerate tensor categories semisimple?
*http://ncatlab.org/nlab/show/semisimple+category Linear algebra Representation theory Ring theory Algebraic geometry