tensor product

Summary. The tensor product is a formal bilinear multiplication of two modules or vector spaces. In essence, it permits us to replace bilinear maps from two such objects by an equivalent linear map from the tensor product of the two objects. The origin of this operation lies in classic differential geometry and physics, which had need of multiply indexed geometric objects such as the first and second fundamental forms, and the stress tensor — see Tensor Product (Classical) (http://planetmath.org/TensorProductClassical).

Definition (Standard). Let $R$ be a commutative ring, and let $A, B$ be $R$ -modules. There exists an $R$ -module $A\otimes B$ , called the tensor product of $A$ and $B$ over $R$ , together with a canonical bilinear homomorphism

$\otimes:A\times B\rightarrow A\otimes B,$

distinguished, up to isomorphism, by the following universal property. Every bilinear $R$ -module homomorphism

$\phi:A\times B\rightarrow C,$

lifts to a unique $R$ -module homomorphism

$\tilde{\phi}:A\otimes B\rightarrow C,$

such that

$\phi(a,b)=\tilde{\phi}(a\otimes b)$

for all $a\in A,\;b\in B.$ Diagramatically:

$\xymatrix{\ar[dr]^{(}.55)\phi\ar[r]^{\otimes}A\times B&A\otimes B\ar@{-->}[d]^% {(}.4){\exists!\,\tilde{\phi}}\\ &C}$

The tensor product $A\otimes B$ can be constructed by taking the free $R$ -module generated by all formal symbols

$a\otimes b,\quad a\in A,\;b\in B,$

and quotienting by the obvious bilinear relations:

$\displaystyle(a_{1}+a_{2})\otimes b$	$\displaystyle=a_{1}\otimes b+a_{2}\otimes b,$	$\displaystyle a_{1},a_{2}\in A,\;b\in B$
$\displaystyle a\otimes(b_{1}+b_{2})$	$\displaystyle=a\otimes b_{1}+a\otimes b_{2},$	$\displaystyle a\in A,\;b_{1},b_{2}\in B$
$\displaystyle r(a\otimes b)$	$\displaystyle=(ra)\otimes b=a\otimes(rb)$	$\displaystyle a\in A,\;b\in B,\;r\in R$

Note.

Basic . Let $R$ be a commutative ring and $L, M, N$ be $R$ -modules, then, as modules, we have the following isomorphisms:

1.

$R\otimes M\cong M$ ,
2.

$M\otimes N\cong N\otimes M$ ,
3.

$(L\otimes M)\otimes N\cong L\otimes(M\otimes N)$
4.

$(L\oplus M)\otimes N\cong(L\otimes N)\oplus(M\otimes N)$

Definition (Categorical). Using the language of categories, all of the above can be expressed quite simply by stating that for all $R$ -modules $M$ , the functor $(-)\otimes M$ is left-adjoint to the functor $\mathrm{Hom}(M,-)$ .

Title	tensor product
Canonical name	TensorProduct
Date of creation	2013-03-22 12:21:26
Last modified on	2013-03-22 12:21:26
Owner	rmilson (146)
Last modified by	rmilson (146)
Numerical id	12
Author	rmilson (146)
Entry type	Definition
Classification	msc 13-00
Classification	msc 18-00
Related topic	Module
Related topic	OuterMultiplication