http://prntscr.com/4xdy20 Need some help understanding this. Thanks
@hartnn @amistre64
those C [1 3 ]' = [2 2]' and all are matrix multiplication equations, but i have no idea about that diagrams! :O
\[\left[\begin{matrix}1/2 & 1/2 \\1/2 & 1/2\end{matrix}\right]\left[\begin{matrix}1 \\ 3\end{matrix}\right] = \left[\begin{matrix} \frac{ 1 }{ 2} 1 +\frac{ 1 }{ 2}3 \\ \frac{ 1 }{ 2}1+\frac{ 1 }{ 2}3 \end{matrix}\right]=\left[\begin{matrix}2 \\2\end{matrix}\right]\]
\[\left[\begin{matrix}1/2 & 1/2 \\1/2 & 1/2\end{matrix}\right]\left[\begin{matrix}-1 \\ 1\end{matrix}\right] = \left[\begin{matrix} \frac{ 1 }{ 2} \times -1 +\frac{ 1 }{ 2}1 \\ \frac{ 1 }{ 2} \times -1+\frac{ 1 }{ 2}1 \end{matrix}\right]=\left[\begin{matrix}0 \\0\end{matrix}\right]\]
ohh so the matrix is being multiplied
Yes then the vectors are shown in the diagram If you show the original and the anwer vectors after multiplication, you can see what this matrix multiplication does to the original vector
what exactly does the matrix multiplication do to the vectors?
matirx multiplication on a vector this way gives a linear transformation of the vector a linear transformation being a combination of a reflection, rotation and a scaling
so how do i know which transformation is taking place
by carrying out the multiplication to a few vectors, and put them in a diagram and see what has happened
you can also try to see if you can create a combination of matrixes that when multiplied give your matrix see http://en.wikipedia.org/wiki/Linear_map#Examples_of_linear_transformation_matrices
E = CD 1/2 * 2 + 1/2 * 0 = 1 1/2 * 2 + 1/2 * 0 = 1 1/2 * 0 + 1/2 * 1 = 1/2 1/2 * 0 + 1/2 * 1 = 1/2 so \[E = \left[\begin{matrix}1 & 1/2 \\ 1 & 1/2\end{matrix}\right]\]
C[v] and after that D[v] gives the same resulting vector as E[v} http://en.wikipedia.org/wiki/Matrix_multiplication#Linear_transformations explains how it is done and a lot more more on matrixes
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