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I know how it is done if the vectors are given but how is it done for a span?

The problem:

Let $H = span\left\{\begin{bmatrix} 1 & 1 \\ 0 & 1 \end{bmatrix}, \begin{bmatrix} 0 & 1\\ 0 & 0 \end{bmatrix}\right\}$. Find a basis for $H^{\bot}$.

My attempt:

\begin{align*} c_1 \begin{bmatrix} 1 & 1 \\ 0 & 1 \end{bmatrix} + c_2 \begin{bmatrix} 0 & 1\\ 0 & 0 \end{bmatrix} &= \begin{bmatrix} 0 & 0\\ 0 & 0 \end{bmatrix}\\\\ \begin{bmatrix} c_1 + 0c_2 & c_1 + c_2\\ 0c_1 + 0c_2 & c_1 + 0c_2 \end{bmatrix} &= \begin{bmatrix} 0 & 0\\ 0 & 0 \end{bmatrix}\\\\ \left\{\begin{bmatrix} c_1 + 0c_2 &= 0\\ 0c_1 + 0c_2 &= 0\\ c_1 + c_2 &= 0\\ c_1 + 0c_2 &= 0 \end{bmatrix}\right\} \Rightarrow \begin{bmatrix} 1 & 0\\ 0 & 0\\ 1 & 1\\ 1 & 0 \end{bmatrix} &= \begin{bmatrix} 0\\ 0\\ 0\\ 0 \end{bmatrix} \end{align*} By performing Gram-schmidt process on to the two vectors, we get the set of the orthonormal vectors: \begin{align*} \left\{\begin{bmatrix} \dfrac{\sqrt{3}}{3}\\ 0\\ \dfrac{\sqrt{3}}{3}\\ \dfrac{\sqrt{3}}{3} \end{bmatrix}\right\}, \left\{\begin{bmatrix} -\dfrac{\sqrt{6}}{6}\\ 0\\ \dfrac{\sqrt{6}}{3}\\ -\dfrac{\sqrt{6}}{6} \end{bmatrix}\right\} \end{align*}

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1 Answer 1

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Using Gram-schmidt process to get a set of orthonormal basis of $\mathcal{M}_2$ with $u_1,u_2 $ as given.

Also you can denote $M$ as $a_{11}E_{11}+a_{12}E_{12}+a_{21}E_{21}+a_{22}E_{22}$, and denote 2 matrices given as column vectors $(\alpha_1,\alpha_2)$, as the new matrix $A$,solve $A'x=0$,and orthonormalize the new basis you get.

EDIT:$A$= \begin{pmatrix} 1 & 0 \\ 0 & 0 \\ 1 & 1 \\ 1 & 0 \end{pmatrix} By solving $A^{T}x=0$,we get the basis of the solution space. $\eta_1 = \left( {\begin{array}{*{20}{c}} -1\\ 0 \\ 0 \\ 1 \end{array}} \right)$ $\eta_2 = \left( {\begin{array}{*{20}{c}} 0\\ 1 \\ 0 \\ 0 \end{array}} \right)$

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  • $\begingroup$ As far as I know, with Gram-Schmidt process, I solve these with a given equation, then I work my way by setting them to $x_1$ to get $c_1, c_2, ... c_n$ but there is no equation given, so how do I start? $\endgroup$
    – muw
    Jun 3, 2021 at 11:29
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    $\begingroup$ Take elementary matrices as basis and convert the problem. $\endgroup$
    – Ross Ren
    Jun 3, 2021 at 11:31
  • $\begingroup$ Please check my attempt if it's correct. $\endgroup$
    – muw
    Jun 3, 2021 at 11:51
  • $\begingroup$ No,you should get the solution of $A'x=0$ to get $U^{\perp}$ and use Gram-Schmidt process. $\endgroup$
    – Ross Ren
    Jun 3, 2021 at 12:01
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    $\begingroup$ your attempt is to orthonormalize the basis of $U$, and it's not enough. $\endgroup$
    – Ross Ren
    Jun 3, 2021 at 12:02

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