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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 ...
, the
tensor product 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 \otime ...
of two algebras 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 ...
''R'' is also an ''R''-algebra. This gives the tensor product of algebras. When the ring is a field, the most common application of such products is to describe the product of algebra representations.


Definition

Let ''R'' be a commutative ring and let ''A'' and ''B'' be ''R''-algebras. Since ''A'' and ''B'' may both be regarded as ''R''-modules, their
tensor product 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 \otime ...
:A \otimes_R B is also an ''R''-module. The tensor product can be given the structure of a ring by defining the product on elements of the form by :(a_1\otimes b_1)(a_2\otimes b_2) = a_1 a_2\otimes b_1b_2 and then extending by linearity to all of . This ring is an ''R''-algebra, associative and unital with identity element given by . where 1''A'' and 1''B'' are the identity elements of ''A'' and ''B''. If ''A'' and ''B'' are commutative, then the tensor product is commutative as well. The tensor product turns the
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) ...
of ''R''-algebras 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 s ...
.


Further properties

There are natural homomorphisms from ''A'' and ''B'' to given byKassel (1995), p. 32 :a\mapsto a\otimes 1_B :b\mapsto 1_A\otimes b These maps make the tensor product the
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 ...
in the category of commutative ''R''-algebras. The tensor product is ''not'' the coproduct in the category of all ''R''-algebras. There the coproduct is given by a more general free product of algebras. Nevertheless, the tensor product of non-commutative algebras can be described by a
universal property In mathematics, more specifically in category theory, a universal property is a property that characterizes up to an isomorphism the result of some constructions. Thus, universal properties can be used for defining some objects independently fr ...
similar to that of the coproduct: :\text(A\otimes B,X) \cong \lbrace (f,g)\in \text(A,X)\times \text(B,X) \mid \forall a \in A, b \in B: (a), g(b)= 0\rbrace, where , -denotes the
commutator In mathematics, the commutator gives an indication of the extent to which a certain binary operation fails to be commutative. There are different definitions used in group theory and ring theory. Group theory The commutator of two elements, ...
. The
natural isomorphism In category theory, a branch of mathematics, a natural transformation provides a way of transforming one functor into another while respecting the internal structure (i.e., the composition of morphisms) of the categories involved. Hence, a natur ...
is given by identifying a morphism \phi:A\otimes B\to X on the left hand side with the pair of morphisms (f,g) on the right hand side where f(a):=\phi(a\otimes 1) and similarly g(b):=\phi(1\otimes b).


Applications

The tensor product of commutative algebras is of frequent use in
algebraic geometry Algebraic geometry is a branch of mathematics, classically studying zeros of multivariate polynomials. Modern algebraic geometry is based on the use of abstract algebraic techniques, mainly from commutative algebra, for solving geometrical ...
. For
affine scheme In commutative algebra, the prime spectrum (or simply the spectrum) of a ring ''R'' is the set of all prime ideals of ''R'', and is usually denoted by \operatorname; in algebraic geometry it is simultaneously a topological space equipped with the ...
s ''X'', ''Y'', ''Z'' with morphisms from ''X'' and ''Z'' to ''Y'', so ''X'' = Spec(''A''), ''Y'' = Spec(''R''), and ''Z'' = Spec(''B'') for some commutative rings ''A'', ''R'', ''B'', the fiber product scheme is the affine scheme corresponding to the tensor product of algebras: :X\times_Y Z = \operatorname(A\otimes_R B). More generally, the fiber product of schemes is defined by gluing together affine fiber products of this form.


Examples

* The tensor product can be used as a means of taking
intersections In mathematics, the intersection of two or more objects is another object consisting of everything that is contained in all of the objects simultaneously. For example, in Euclidean geometry, when two lines in a plane are not parallel, their ...
of two subschemes in a
scheme A scheme is a systematic plan for the implementation of a certain idea. Scheme or schemer may refer to: Arts and entertainment * ''The Scheme'' (TV series), a BBC Scotland documentary series * The Scheme (band), an English pop band * ''The Schem ...
: consider the \mathbb ,y/math>-algebras \mathbb ,yf, \mathbb ,yg, then their tensor product is \mathbb ,y(f) \otimes_ \mathbb ,y(g) \cong \mathbb ,y(f,g), which describes the intersection of the
algebraic curve In mathematics, an affine algebraic plane curve is the zero set of a polynomial in two variables. A projective algebraic plane curve is the zero set in a projective plane of a homogeneous polynomial in three variables. An affine algebraic plane ...
s ''f'' = 0 and ''g'' = 0 in the affine plane over C. *More generally, if A is a commutative ring and I,J\subseteq A are ideals, then \frac\otimes_A\frac\cong \frac, with a unique isomorphism sending (a+I)\otimes(b+J) to (ab+I+J). * Tensor products can be used as a means of changing coefficients. For example, \mathbb ,y(x^3 + 5x^2 + x - 1)\otimes_\mathbb \mathbb/5 \cong \mathbb/5 ,y(x^3 + x - 1) and \mathbb ,y(f) \otimes_\mathbb \mathbb \cong \mathbb ,y(f). * Tensor products also can be used for taking products of affine schemes over a field. For example, \mathbb _1,x_2(f(x)) \otimes_\mathbb \mathbb _1,y_2(g(y)) is
isomorphic 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 i ...
to the algebra \mathbb _1,x_2,y_1,y_2(f(x),g(y)) which corresponds to an affine surface in \mathbb^4_\mathbb if ''f'' and ''g'' are not zero.


See also

* Extension of scalars *
Tensor product of modules In mathematics, the tensor product of modules is a construction that allows arguments about bilinear maps (e.g. multiplication) to be carried out in terms of linear maps. The module construction is analogous to the construction of the tensor produc ...
*
Tensor product of fields In mathematics, the tensor product of two fields is their tensor product as algebras over a common subfield. If no subfield is explicitly specified, the two fields must have the same characteristic and the common subfield is their prime subf ...
*
Linearly disjoint In mathematics, algebras ''A'', ''B'' over a field ''k'' inside some field extension \Omega of ''k'' are said to be linearly disjoint over ''k'' if the following equivalent conditions are met: *(i) The map A \otimes_k B \to AB induced by (x, y) \ma ...
*
Multilinear subspace learning Multilinear subspace learning is an approach to dimensionality reduction.M. A. O. Vasilescu, D. Terzopoulos (2003"Multilinear Subspace Analysis of Image Ensembles" "Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVP ...


Notes


References

* . * {{DEFAULTSORT:Tensor Product Of Algebras Algebras Ring theory Commutative algebra Multilinear algebra