Super linear algebra
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In
mathematics Mathematics is an area of knowledge that includes the topics of numbers, formulas and related structures, shapes and the spaces in which they are contained, and quantities and their changes. These topics are represented in modern mathematics ...
, a super vector space is a \mathbb Z_2-
graded vector space In mathematics, a graded vector space is a vector space that has the extra structure of a '' grading'' or a ''gradation'', which is a decomposition of the vector space into a direct sum of vector subspaces. Integer gradation Let \mathbb be th ...
, that is, a
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 ...
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 ...
\mathbb K with a given
decomposition Decomposition or rot is the process by which dead organic substances are broken down into simpler organic or inorganic matter such as carbon dioxide, water, simple sugars and mineral salts. The process is a part of the nutrient cycle and is e ...
of subspaces of grade 0 and grade 1. The study of super vector spaces and their generalizations is sometimes called super linear algebra. These objects find their principal application in
theoretical physics Theoretical physics is a branch of physics that employs mathematical models and abstractions of physical objects and systems to rationalize, explain and predict natural phenomena. This is in contrast to experimental physics, which uses experim ...
where they are used to describe the various algebraic aspects of
supersymmetry In a supersymmetric theory the equations for force and the equations for matter are identical. In theoretical and mathematical physics, any theory with this property has the principle of supersymmetry (SUSY). Dozens of supersymmetric theories e ...
.


Definitions

A super vector space is a \mathbb Z_2-graded vector space with decomposition :V = V_0\oplus V_1,\quad 0, 1 \in \mathbb Z_2 = \mathbb Z/2\mathbb Z. Vectors that are elements of either V_0 or V_1 are said to be ''homogeneous''. The ''parity'' of a nonzero homogeneous element, denoted by , x, , is 0 or 1 according to whether it is in V_0 or V_1, :, x, = \begin0 & x\in V_0\\1 & x\in V_1\end Vectors of parity 0 are called ''even'' and those of parity 1 are called ''odd''. In theoretical physics, the even elements are sometimes called ''Bose elements'' or ''bosonic'', and the odd elements ''Fermi elements'' or fermionic. Definitions for super vector spaces are often given only in terms of homogeneous elements and then extended to nonhomogeneous elements by linearity. If V is
finite-dimensional In mathematics, the dimension of a vector space ''V'' is the cardinality (i.e., the number of vectors) of a basis of ''V'' over its base field. p. 44, ยง2.36 It is sometimes called Hamel dimension (after Georg Hamel) or algebraic dimension to disti ...
and the dimensions of V_0 and V_1 are p and q respectively, then V is said to have ''dimension'' p, q. The standard super coordinate space, denoted \mathbb K^, is the ordinary coordinate space \mathbb K^ where the even subspace is spanned by the first p coordinate basis vectors and the odd space is spanned by the last q. A ''homogeneous subspace'' of a super vector space is a
linear subspace In mathematics, and more specifically in linear algebra, a linear subspace, also known as a vector subspaceThe term ''linear subspace'' is sometimes used for referring to flats and affine subspaces. In the case of vector spaces over the reals, li ...
that is spanned by homogeneous elements. Homogeneous subspaces are super vector spaces in their own right (with the obvious grading). For any super vector space V, one can define the ''parity reversed space'' \Pi V to be the super vector space with the even and odd subspaces interchanged. That is, :\begin (\Pi V)_0 &= V_1, \\ (\Pi V)_1 &= V_0.\end


Linear transformations

A
homomorphism In algebra, a homomorphism is a structure-preserving map between two algebraic structures of the same type (such as two groups, two rings, or two vector spaces). The word ''homomorphism'' comes from the Ancient Greek language: () meaning "same" ...
, a
morphism In mathematics, particularly in category theory, a morphism is a structure-preserving map from one mathematical structure to another one of the same type. The notion of morphism recurs in much of contemporary mathematics. In set theory, morphisms a ...
in the category of super vector spaces, from one super vector space to another is a grade-preserving linear transformation. A linear transformation f : V \rightarrow W between super vector spaces is grade preserving if :f(V_i) \sub W_, \quad i = 0, 1. That is, it maps the even elements of V to even elements of W and odd elements of V to odd elements of W. An
isomorphism In mathematics, an isomorphism is a structure-preserving mapping between two structures of the same type that can be reversed by an inverse mapping. Two mathematical structures are isomorphic if an isomorphism exists between them. The word is ...
of super vector spaces is a bijective homomorphism. The set of all homomorphisms V \rightarrow W is denoted \mathrm(V, W). Every linear transformation, not necessarily grade-preserving, from one super vector space to another can be written uniquely as the sum of a grade-preserving transformation and a grade-reversing one—that is, a transformation f : V \rightarrow W such that :f(V_i) \sub W_, \quad i = 0, 1. Declaring the grade-preserving transformations to be ''even'' and the grade-reversing ones to be ''odd'' gives the space of all linear transformations from V to W, denoted \mathbf(V, W) and called ''internal'' \mathrm, the structure of a super vector space. In particular, :\left(\mathbf(V, W)\right)_0 = \mathrm(V, W). A grade-reversing transformation from V to W can be regarded as a homomorphism from V to the parity reversed space \Pi W, so that : \mathbf(V, W) = \mathrm(V, W) \oplus \mathrm( V, \Pi W) = \mathrm(V, W) \oplus \mathrm( \Pi V, W) .


Operations on super vector spaces

The usual algebraic constructions for ordinary vector spaces have their counterpart in the super vector space setting.


Dual space

The
dual space In mathematics, any vector space ''V'' has a corresponding dual vector space (or just dual space for short) consisting of all linear forms on ''V'', together with the vector space structure of pointwise addition and scalar multiplication by const ...
V^* of a super vector space V can be regarded as a super vector space by taking the even functionals to be those that vanish on V_1 and the odd functionals to be those that vanish on V_0. Equivalently, one can define V^* to be the space of linear maps from V to \mathbb K^ (the base field \mathbb K thought of as a purely even super vector space) with the gradation given in the previous section.


Direct sum

Direct sums of super vector spaces are constructed as in the ungraded case with the grading given by :(V\oplus W)_0 = V_0\oplus W_0, :(V\oplus W)_1 = V_1\oplus W_1.


Tensor product

One can also construct
tensor products In mathematics, the tensor product V \otimes W of two vector spaces and (over the same field) is a vector space to which is associated a bilinear map V\times W \to V\otimes W that maps a pair (v,w),\ v\in V, w\in W to an element of V \otimes W ...
of super vector spaces. Here the additive structure of \mathbb Z_2 comes into play. The underlying space is as in the ungraded case with the grading given by :(V\otimes W)_i = \bigoplus_V_j\otimes W_k, where the indices are in \mathbb Z_2. Specifically, one has :(V\otimes W)_0 = (V_0\otimes W_0)\oplus(V_1\otimes W_1), :(V\otimes W)_1 = (V_0\otimes W_1)\oplus(V_1\otimes W_0).


Supermodules

Just as one may generalize vector spaces over a field to
module Module, modular and modularity may refer to the concept of modularity. They may also refer to: Computing and engineering * Modular design, the engineering discipline of designing complex devices using separately designed sub-components * Modul ...
s over a
commutative ring In mathematics, a commutative ring is a ring in which the multiplication operation is commutative. The study of commutative rings is called commutative algebra. Complementarily, noncommutative algebra is the study of ring properties that are not sp ...
, one may generalize super vector spaces over a field to
supermodule In mathematics, a supermodule is a Z2-graded module over a superring or superalgebra. Supermodules arise in super linear algebra which is a mathematical framework for studying the concept supersymmetry in theoretical physics. Supermodules over a co ...
s over a
supercommutative algebra In mathematics, a supercommutative (associative) algebra is a superalgebra (i.e. a Z2-graded algebra) such that for any two homogeneous elements ''x'', ''y'' we have :yx = (-1)^xy , where , ''x'', denotes the grade of the element and is 0 or 1 ( ...
(or ring). A common construction when working with super vector spaces is to enlarge the field of scalars to a supercommutative Grassmann algebra. Given a field \mathbb K let :R = \mathbb theta_1, \cdots, \theta_N/math> denote the Grassmann algebra generated by N anticommuting odd elements \theta_i. Any super vector V space over \mathbb K can be embedded in a module over R by considering the (graded) tensor product :\mathbb theta_1, \cdots, \theta_Notimes V.


The category of super vector spaces

The category of super vector spaces, denoted by \mathbb K-\mathrm, is the category whose
object Object may refer to: General meanings * Object (philosophy), a thing, being, or concept ** Object (abstract), an object which does not exist at any particular time or place ** Physical object, an identifiable collection of matter * Goal, an ai ...
s are super vector spaces (over a fixed field \mathbb K) and whose
morphism In mathematics, particularly in category theory, a morphism is a structure-preserving map from one mathematical structure to another one of the same type. The notion of morphism recurs in much of contemporary mathematics. In set theory, morphisms a ...
s are ''even'' linear transformations (i.e. the grade preserving ones). The categorical approach to super linear algebra is to first formulate definitions and theorems regarding ordinary (ungraded) algebraic objects in the language of
category theory Category theory is a general theory of mathematical structures and their relations that was introduced by Samuel Eilenberg and Saunders Mac Lane in the middle of the 20th century in their foundational work on algebraic topology. Nowadays, cate ...
and then transfer these directly to the category of super vector spaces. This leads to a treatment of "superobjects" such as superalgebras,
Lie superalgebra In mathematics, a Lie superalgebra is a generalisation of a Lie algebra to include a Z2 grading. Lie superalgebras are important in theoretical physics where they are used to describe the mathematics of supersymmetry. In most of these theories, the ...
s,
supergroup Supergroup or super group may refer to: * Supergroup (music), a music group formed by artists who are already notable or respected in their fields * Supergroup (physics), a generalization of groups, used in the study of supersymmetry * Supergroup ...
s, etc. that is completely analogous to their ungraded counterparts. The category \mathbb K-\mathrm is a
monoidal category In mathematics, a monoidal category (or tensor category) is a category \mathbf C equipped with a bifunctor :\otimes : \mathbf \times \mathbf \to \mathbf that is associative up to a natural isomorphism, and an object ''I'' that is both a left and r ...
with the super tensor product as the monoidal product and the purely even super vector space \mathbb K^ as the unit object. The involutive braiding operator :\tau_: V\otimes W \rightarrow W\otimes V, given by :\tau_(x\otimes y)=(-1)^y \otimes x on homogeneous elements, turns \mathbb K-\mathrm into a
symmetric monoidal category In category theory, a branch of mathematics, a symmetric monoidal category is a monoidal category (i.e. a category in which a "tensor product" \otimes is defined) such that the tensor product is symmetric (i.e. A\otimes B is, in a certain strict sen ...
. This commutativity isomorphism encodes the "rule of signs" that is essential to super linear algebra. It effectively says that a minus sign is picked up whenever two odd elements are interchanged. One need not worry about signs in the categorical setting as long as the above operator is used wherever appropriate. \mathbb K-\mathrm is also a closed monoidal category with the internal Hom object, \mathbf(V, W), given by the super vector space of ''all'' linear maps from V to W. The ordinary \mathrm set \mathrm(V, W) is the even subspace therein: :\mathrm(V, W) = \mathbf(V,W)_0. The fact that \mathbb K-\mathrm is closed means that the functor -\otimes V is left adjoint to the functor \mathrm(V, -), given a natural bijection :\mathrm(U\otimes V, W) \cong \mathrm(U,\mathbf(V,W)).


Superalgebra

A superalgebra over \mathbb K can be described as a super vector space \mathcal A with a multiplication map :\mu : \mathcal A \otimes \mathcal A \to \mathcal A, that is a super vector space homomorphism. This is equivalent to demanding :, ab, = , a, + , b, , \quad a,b \in \mathcal A Associativity and the existence of an identity can be expressed with the usual commutative diagrams, so that a unital associative superalgebra over \mathbb K is a
monoid In abstract algebra, a branch of mathematics, a monoid is a set equipped with an associative binary operation and an identity element. For example, the nonnegative integers with addition form a monoid, the identity element being 0. Monoids ...
in the category \mathbb K-\mathrm.


Notes


References

* * {{Supersymmetry topics * Categories in category theory