statement theorem
Basis of a tensor product
Statement
Let be a field, and let and be vector spaces over . Let be a basis of and let be a basis of . Then the family is a basis of the tensor product .
Remarks
So each vector of is uniquely with only finitely many nonzero . For and , . Thus the coefficients of a vector form a matrix of rank at most .
Explanations
L1 human
From a basis of each factor, we get a basis of the tensor product. Its vectors are all the products of a basis vector of and a basis vector of . A vector of is like a matrix of coefficients.
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What this needs
To read this node, read these 10 nodes in this order. The foundations come first, and the list ends with this node.
- no evidence level
- Vector space definition
- Bilinear form definition
- Linear combination definition
- Linear subspace definition
- Tensor product of vector spaces definition
- Linear independence definition
- Linear span definition
- Spanning set definition
- Basis definition
- Basis of a tensor product statement
What depends on this
1 node uses this node, directly or through other nodes.
- Dimension of a tensor product 0R84PF4JV7
Sources
- Web https://en.wikipedia.org/wiki/Tensor_product, From bases
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Used by
- Dimension of a tensor product 0R84PF4JV7