
Fast(est) and intuitive ways to look at matrix multiplication?
The problem I have is doing matrix multiplication quickly by hand, particularly when the A A is p × 1 p × 1 and B B is 1 × q 1 × q. I would like to know of how to look at or define matrix …
Matrix multiplication notation - Mathematics Stack Exchange
Matrix multiplication notation Ask Question Asked 9 years ago Modified 4 years, 9 months ago
Dot product vs Matrix multiplication, is the later a special case of ...
Which if we write in matrix form, we need to mathematically take the transpose of a vector and do 'matrix' multiplication to get the above dot product. So coming back full circle to the question - …
linear algebra - When is matrix multiplication commutative ...
Multiplication of blocks will give diagonal $\lambda_1\lambda_2$, first off-diagonal $\lambda_1 + \lambda_2$ and second off-diagonal $1$ so assuming scalar multiplication and addition is …
linear algebra - Proving Distributivity of Matrix Multiplication ...
So, matrix multiplication is just the image of composition of linear transformations under the identification of matrices with linear transformations. In particular, then, distributivity of matrix …
block matrix multiplication - Mathematics Stack Exchange
What if the entries aij,bij a i j, b i j are themselves 2 × 2 2 × 2 matrices? Does matrix multiplication hold in some sort of "block" form ?
Intuition behind Matrix Multiplication - Mathematics Stack Exchange
Asking why matrix multiplication isn't just componentwise multiplication is an excellent question: in fact, componentwise multiplication is in some sense the most "natural" generalization of real …
Practical uses of matrix multiplication - Mathematics Stack Exchange
May 28, 2011 · Usually, the use of matrix multiplication is initially given with graphics — scalings, translations, rotations, etc. Then, there are more in-depth examples such as counting the …
Fast matrix multiplication for large matrices in Python
Aug 30, 2024 · The problem is, I'm working with a matrix of size $80 \times 80$, so using the standard * operator to multiply Sympy matrices appears to take quite a bit of time, especially …
linear algebra - Proving associativity of matrix multiplication ...
Sep 11, 2018 · 1 A matrix represents a linear transformation. The product of two matrices represents the composition of the operation the first matrix in the product represents and the …