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 matrix (mathemat ...
,
abstract algebra
In mathematics, more specifically algebra, abstract algebra or modern algebra is the study of algebraic structures, which are set (mathematics), sets with specific operation (mathematics), operations acting on their elements. Algebraic structur ...
,
representation theory
Representation theory is a branch of mathematics that studies abstract algebra, abstract algebraic structures by ''representing'' their element (set theory), elements as linear transformations of vector spaces, and studies Module (mathematics), ...
,
category theory
Category theory is a general theory of mathematical structures and their relations. It was introduced by Samuel Eilenberg and Saunders Mac Lane in the middle of the 20th century in their foundational work on algebraic topology. Category theory ...
, and
algebraic geometry
Algebraic geometry is a branch of mathematics which uses abstract algebraic techniques, mainly from commutative algebra, to solve geometry, geometrical problems. Classically, it studies zero of a function, zeros of multivariate polynomials; th ...
. 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, then a nontrivial finite-dimensional
representation ''V'' over a
field 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 says a finite-dimensional representation of a
semisimple compact
Compact as used in politics may refer broadly to a pact or treaty; in more specific cases it may refer to:
* Interstate compact, a type of agreement used by U.S. states
* Blood compact, an ancient ritual of the Philippines
* Compact government, a t ...
Lie group
In mathematics, a Lie group (pronounced ) is a group (mathematics), group that is also a differentiable manifold, such that group multiplication and taking inverses are both differentiable.
A manifold is a space that locally resembles Eucli ...
is semisimple.
A
square matrix
In mathematics, a square matrix is a Matrix (mathematics), matrix with the same number of rows and columns. An ''n''-by-''n'' matrix is known as a square matrix of order Any two square matrices of the same order can be added and multiplied.
Squ ...
(in other words a
linear operator
In mathematics, and more specifically in linear algebra, a linear map (also called a linear mapping, linear transformation, vector space homomorphism, or in some contexts linear function) is a mapping V \to W between two vector spaces that pr ...
with ''V'' a finite-dimensional vector space) is said to be ''simple'' if its only
invariant linear subspace
In mathematics, the term ''linear'' is used in two distinct senses for two different properties:
* linearity of a ''function (mathematics), function'' (or ''mapping (mathematics), mapping'');
* linearity of a ''polynomial''.
An example of a li ...
s 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 . In other words, a field is algebraically closed if the fundamental theorem of algebra h ...
(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 for ...
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.
These notions of semi-simplicity can be unified using the language of
semi-simple modules, and generalized to semi-simple
categories.
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 (mathematics), set whose elements, often called vector (mathematics and physics), ''vectors'', can be added together and multiplied ("scaled") by numbers called sc ...
s (over a
field, such as 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 duration or temperature. Here, ''continuous'' means that pairs of values can have arbitrarily small differences. Every re ...
s), 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
The direct sum is an operation between structures in abstract algebra, a branch of mathematics. It is defined differently but analogously for different kinds of structures. As an example, the direct sum of two abelian groups A and B is anothe ...
of simple vector spaces; in other words, all finite-dimensional vector spaces are semi-simple.
Semi-simple matrices
A
square matrix
In mathematics, a square matrix is a Matrix (mathematics), matrix with the same number of rows and columns. An ''n''-by-''n'' matrix is known as a square matrix of order Any two square matrices of the same order can be added and multiplied.
Squ ...
or, equivalently, a
linear operator
In mathematics, and more specifically in linear algebra, a linear map (also called a linear mapping, linear transformation, vector space homomorphism, or in some contexts linear function) is a mapping V \to W between two vector spaces that pr ...
''T'' on a finite-dimensional
vector space
In mathematics and physics, a vector space (also called a linear space) is a set (mathematics), set whose elements, often called vector (mathematics and physics), ''vectors'', can be added together and multiplied ("scaled") by numbers called sc ...
''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''. More generally, an invariant subspace for a collection of ...
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 . In other words, a field is algebraically closed if the fundamental theorem of algebra h ...
field ''F'', semi-simplicity of a matrix is equivalent to diagonalizability. This is because such an operator always has an eigenvector; if it is, in addition, semi-simple, then it has a complementary invariant hyperplane
In geometry, a hyperplane is a generalization of a two-dimensional plane in three-dimensional space to mathematical spaces of arbitrary dimension. Like a plane in space, a hyperplane is a flat hypersurface, a subspace whose dimension is ...
, 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 gi ...
''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 algebra, abstract algebraic structures by ''representing'' their element (set theory), elements as linear transformations of vector spaces, and studies Module (mathematics), ...
of ''G'' on ''R''-modules, this fact is an important dichotomy, which causes modular representation theory
Modular representation theory is a branch of mathematics, and is the part of representation theory that studies linear representations of finite groups over a field ''K'' of positive characteristic ''p'', necessarily a prime number. As well as h ...
, 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) , where each is a division ring
In algebra, a division ring, also called a skew field (or, occasionally, a sfield), 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 multiplicativ ...
and 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 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 g ...
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
In mathematics, an exact sequence is a sequence of morphisms between objects (for example, Group (mathematics), groups, Ring (mathematics), rings, Module (mathematics), modules, and, more generally, objects of an abelian category) such that the Im ...
:
of modules over a semi-simple ring must split, i.e., . From the point of view of homological algebra
Homological algebra is the branch of mathematics that studies homology (mathematics), homology in a general algebraic setting. It is a relatively young discipline, whose origins can be traced to investigations in combinatorial topology (a precurs ...
, 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:
General uses
*Classification, the general act of allocating things to classes/categories Philosophy
* Category of being
* ''Categories'' (Aristotle)
* Category (Kant)
* Categories (Peirce)
* Category ( ...
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 o ...
''C'' is called semi-simple if there is a collection of simple objects , i.e., ones with no subobject In category theory, a branch of mathematics, a subobject is, roughly speaking, an object that sits inside another object in the same category. The notion is a generalization of concepts such as subsets from set theory, subgroups from group theory ...
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 itself, such that ''any'' object ''X'' is the direct sum
The direct sum is an operation between structures in abstract algebra, a branch of mathematics. It is defined differently but analogously for different kinds of structures. As an example, the direct sum of two abelian groups A and B is anothe ...
(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 cop ...
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 gro ...
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 ...
:
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
In mathematics, Hodge theory, named after W. V. D. Hodge, is a method for studying the cohomology groups of a smooth manifold ''M'' using partial differential equations. The key observation is that, given a Riemannian metric on ''M'', every coho ...
is the category of ''polarizable pure Hodge structures'', i.e., pure Hodge structures equipped with a suitable positive definite bilinear form
In mathematics, a bilinear form is a bilinear map on a vector space (the elements of which are called '' vectors'') over a field ''K'' (the elements of which are called '' scalars''). In other words, a bilinear form is a function that is linea ...
. 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 projective varieties
In algebraic geometry, a projective variety is an algebraic variety that is a closed subvariety of a projective space. That is, it is the zero-locus in \mathbb^n of some finite family of homogeneous polynomials that generate a prime ideal, the ...
over a field ''k'' modulo an adequate equivalence relation . 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
In science and engineering, the weight of an object is a quantity associated with the gravitational force exerted on the object by other objects in its environment, although there is some variation and debate as to the exact definition.
Some st ...
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 ca ...
.
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 given by
:
is not a direct sum of irreducibles. (There is precisely one nontrivial invariant subspace, the span of the first basis element, .) On the other hand, if 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, a type of agreement used by U.S. states
* Blood compact, an ancient ritual of the Philippines
* Compact government, a t ...
, then every finite-dimensional representation of 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, ofte ...
with respect to which is unitary, showing that decomposes as a sum of irreducibles. Similarly, if is a complex semisimple Lie algebra, every finite-dimensional representation of is a sum of irreducibles. Weyl's original proof of this used the unitarian trick: Every such is the complexification of the Lie algebra of a simply connected
In topology, a topological space is called simply connected (or 1-connected, or 1-simply connected) if it is path-connected and every Path (topology), path between two points can be continuously transformed into any other such path while preserving ...
compact Lie group . Since is simply connected, there is a one-to-one correspondence between the finite-dimensional representations of and of .[ Theorem 5.6] Thus, the just-mentioned result about representations of compact groups applies. It is also possible to prove semisimplicity of representations of 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 modules, direct sum of Simple Lie algebra, simple Lie algebras. (A simple Lie algebra is a non-abelian Lie algebra without any non-zero proper Lie algebra#Subalgebras.2C ideals ...
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
*Semisimple representation
In mathematics, specifically in representation theory, a semisimple representation (also called a completely reducible representation) is a linear representation of a group (mathematics), group or an algebra over a field, algebra that is a direct s ...
References
*
External links
*MathOverflow
MathOverflow is a mathematics question-and-answer (Q&A) website, which serves as an online community of mathematicians. It allows users to ask questions, submit answers, and rate both, all while getting merit points for their activities. It is ...
br>Are abelian non-degenerate tensor categories semisimple?
*{{nlab, id=semisimple+category, title=Semisimple category
Linear algebra
Representation theory
Ring theory
Algebraic geometry