MHB Can a Matrix be Written as a Linear Combination of Another Matrix's Columns?

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The discussion centers on proving that the columns of matrix A can be expressed as linear combinations of the columns of matrix E, given the equation A = EP. The user successfully demonstrated that the first column of A can be represented as a linear combination of the columns of E. They also confirmed that the same applies to the second column of A. The conversation highlights the importance of understanding matrix multiplication and linear combinations in linear algebra. The user expresses gratitude for the assistance received in clarifying these concepts.
brunette15
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So i have the following:
[a b; c d] = [e f ; g h] * [p q ; r s]

I have to show that the if the original matrices are written as A = EP then the columns of A are linear combinations of E.

I was able to prove [a;c] = p[e;g] + r[f;h] and the same for [b;d] but i don't know where to go from here :/

Any help would really be appreciated!
Thanks in advance!
 
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brunette15 said:
So i have the following:
[a b; c d] = [e f ; g h] * [p q ; r s]

I have to show that the if the original matrices are written as A = EP then the columns of A are linear combinations of E.

I was able to prove [a;c] = p[e;g] + r[f;h] and the same for [b;d] but i don't know where to go from here :/

Any help would really be appreciated!
Thanks in advance!

Hi again! (Wave)

Let's write out the right hand side:
$$\begin{pmatrix}e&f \\ g&h\end{pmatrix}
\begin{pmatrix}p&q \\ r&s\end{pmatrix}
=\begin{pmatrix}ep+fr&eq+fs \\ gp+hr&gq+hs\end{pmatrix}
$$
Taking a look at the first column, we can write it as:
$$p\begin{pmatrix}e \\ g\end{pmatrix} + r\begin{pmatrix}f \\ h\end{pmatrix}
$$
This is a linear combination of the columns of E! (Happy)
 
I like Serena said:
Hi again! (Wave)

Let's write out the right hand side:
$$\begin{pmatrix}e&f \\ g&h\end{pmatrix}
\begin{pmatrix}p&q \\ r&s\end{pmatrix}
=\begin{pmatrix}ep+fr&eq+fs \\ gp+hr&gq+hs\end{pmatrix}
$$
Taking a look at the first column, we can write it as:
$$p\begin{pmatrix}e \\ g\end{pmatrix} + r\begin{pmatrix}f \\ h\end{pmatrix}
$$
This is a linear combination of the columns of E! (Happy)

Thankyou so much!
 
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