On Thu, Nov 20, 2025 at 07:02:53PM -0800, Alan Grayson wrote:
> 
> 
> I studied linear algebra, but my questions involve tensors. If a tensor
> T is defined as a linear function whose domain is a vector space, and 
> maps to a real number, how does one get a real number from T(u), if we
> do the calculation using matrices? Here there is no v, just u. AG

A matrix corresponds to a rank 2 tensor, ie T(u,v)∈R. T(u)∈R
corresponds to a rank 1 tensor. In matrix notation, a rank 1 tensor is
a transposed vector, ie vᵀ for some vector v∈Rⁿ. vᵀu in matrix
notation corresponds to v.u (ie dot or inner product of two vectors).


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Dr Russell Standish                    Phone 0425 253119 (mobile)
Principal, High Performance Coders     [email protected]
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