statement theorem
Universal property of the tensor product
Statement
Let be a field, and let , and be vector spaces over . Let be a bilinear map. Then there is exactly one linear map such that where is the tensor product.
Remarks
So the bilinear maps correspond one to one with the linear maps . This property determines up to a unique isomorphism that fixes the vectors . Uniqueness holds because the vectors span .
Explanations
L1 human
Every bilinear map out of factors through the tensor product in exactly one way. So the study of bilinear maps reduces to the study of linear maps. This property is the usual definition of the tensor product in more abstract settings.
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What this needs
To read this node, read these 5 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 map definition
- Tensor product of vector spaces definition
- Universal property of the tensor product statement
Sources
- Web https://en.wikipedia.org/wiki/Tensor_product, Universal property
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