tensor productとは 意味・読み方・使い方

名詞

tensor product (plural tensor products)

1. (mathematics) The most general bilinear operation in various contexts (as with vectors, matrices, tensors, vector spaces, algebras, topological vector spaces, modules, and so on), denoted by ⊗.
   • 2004, David S. Dummit with Richard M. Foote, chapter 11, in Abstract Algebra‎, →ISBN, →OCLC, page 421:

     Linear Transformations on Tensor Products of Vector Spaces
     [...]
     Proposition 16. Let V and W be finite dimensional vector spaces over the field F with bases ${\displaystyle v_{1},...,v_{n}}$ and ${\displaystyle w_{1},...,w_{m}}$ respectively. Then ${\displaystyle V\otimes _{F}W}$ is a vector space over F of dimension nm with basis ${\displaystyle v_{i}\otimes w_{j}}$, ${\displaystyle 1\leq i\leq n}$ and ${\displaystyle 1\leq j\leq m}$.

   • 2012, 27:30 from the start, in Lecture 1 . Hopf Algebras and Combinatorics (Federico Ardila)‎, spoken by Federico Ardila (Federico Ardila), Federico Ardila, via YouTube:

     [The tensor product] ${\displaystyle U\otimes V}$ is the span of ${\displaystyle \{u\otimes v:u\in U,v\in V\}}$
         modulo the relations
          ${\displaystyle {\begin{cases}\cdot \ u\otimes (v+v')=u\otimes v+u\otimes v'\\\cdot \ (u+u')\otimes v=u\otimes v+u'\otimes v\\\cdot \ (\lambda u)\otimes v=\lambda (u\otimes v)=u\otimes (\lambda v)\end{cases}}}$

使用する際の注意点

• The ⊗ symbol can be read out as “tensor”.

下位語

• Kronecker product
• exterior product, wedge product

Meronyms

• tensor (if the tensor product is between algebraic structures)

Holonyms

• monoidal category