Which is the geometric interpretation?

In summary, the geometric interpretation of these maps is that they represent rotations in a three dimensional space.
  • #1
mathmari
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Hey! :eek:

Which is the geometric interpretation of the following maps?

$$v\mapsto \begin{pmatrix} 0&-1&0\\ 1&0&0\\ 0&0&-1\end{pmatrix}v$$ and $$v\mapsto \begin{pmatrix} 1& 0&0\\0&\frac{1}{2} &-\frac{\sqrt{3}}{2}\\ 0&\frac{\sqrt{3}}{2}&\frac{1}{2}\end{pmatrix}v$$
 
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  • #2
mathmari said:
Hey! :eek:

Which is the geometric interpretation of the following maps?

$$v\mapsto \begin{pmatrix} 0&-1&0\\ 1&0&0\\ 0&0&-1\end{pmatrix}v$$ and $$v\mapsto \begin{pmatrix} 1& 0&0\\0&\frac{1}{2} &-\frac{\sqrt{3}}{2}\\ 0&\frac{\sqrt{3}}{2}&\frac{1}{2}\end{pmatrix}v$$

Hey mathmari!

Can we think of some geometric properties that we can verify? (Wondering)

For instance, if a map is a projection, we expect that we have fixpoint vectors in a plane and a non-zero kernel, don't we?
For a rotation we would expect a fixpoint vector along the axis, and that the lengths and angles of vectors are preserved.
For a reflection we would expect fixpoint vectors in a plane, and a normal vector that is mapped to its opposite.

Do those maps have fixpoint vectors?
What is their kernel?
Is there a vector that is mapped to its opposite? (Wondering)

We might also characterize the matrices by the eigenvalues and eigenvectors.
For instance a projection in 3D will have eigenvalues 1, 1, and 0.
And a reflection will have eigenvalues 1,1, and -1.
Can we find those? (Wondering)
 
  • #3
For the kernel we have: \begin{equation*}\begin{pmatrix}0 & -1 & 0 \\ 1 & 0 & 0 \\ 0 & 0 & 1\end{pmatrix} \ \overset{Z_1\leftrightarrow Z_2}{\longrightarrow } \ \begin{pmatrix}1 & 0 & 0 \\ 0 & -1 & 0 \\ 0 & 0 & 1\end{pmatrix}\end{equation*}

So the kernel contains only the zero vector. Therefore we don't have a projection. For the set of fixed points we have: \begin{align*}\begin{pmatrix}0 & -1 & 0 \\ 1 & 0 & 0 \\ 0 & 0 & 1\end{pmatrix}\begin{pmatrix}v_1 \\ v_2\\ v_3\end{pmatrix}=\begin{pmatrix}v_1 \\ v_2\\ v_3\end{pmatrix} &\longrightarrow \begin{pmatrix}0 & -1 & 0 \\ 1 & 0 & 0 \\ 0 & 0 & 1\end{pmatrix}\begin{pmatrix}v_1 \\ v_2\\ v_3\end{pmatrix}-\begin{pmatrix}v_1 \\ v_2\\ v_3\end{pmatrix}=\begin{pmatrix}0 \\ 0\\ 0\end{pmatrix} \\ & \longrightarrow \begin{pmatrix}0 & -1 & 0 \\ 1 & 0 & 0 \\ 0 & 0 & 1\end{pmatrix}\begin{pmatrix}v_1 \\ v_2\\ v_3\end{pmatrix}-\begin{pmatrix}1 & 0 & 0 \\ 0 & 1 & 0 \\ 0 & 0 & 1\end{pmatrix}\begin{pmatrix}v_1 \\ v_2\\ v_3\end{pmatrix}=\begin{pmatrix}0 \\ 0\\ 0\end{pmatrix} \\ & \longrightarrow \left (\begin{pmatrix}0 & -1 & 0 \\ 1 & 0 & 0 \\ 0 & 0 & 1\end{pmatrix}-\begin{pmatrix}1 & 0 & 0 \\ 0 & 1 & 0 \\ 0 & 0 & 1\end{pmatrix}\right )\begin{pmatrix}v_1 \\ v_2\\ v_3\end{pmatrix}=\begin{pmatrix}0 \\ 0\\ 0\end{pmatrix}
\\ & \longrightarrow \begin{pmatrix}-1 & -1 & 0 \\ 1 & -1 & 0 \\ 0 & 0 & 0\end{pmatrix}\begin{pmatrix}v_1 \\ v_2\\ v_3\end{pmatrix}=\begin{pmatrix}0 \\ 0\\ 0\end{pmatrix}\end{align*}
The echelon form of the matric ist:
\begin{equation*}\begin{pmatrix}-1 & -1 & 0 \\ 1 & -1 & 0 \\ 0 & 0 & 0\end{pmatrix} \ \longrightarrow \begin{pmatrix}-1 & -1 & 0 \\ 0 & -2 & 0 \\ 0 & 0 & 0\end{pmatrix}\end{equation*}
We get the equations
\begin{align*}-v_1-v_2=&0 \\ -2v_2=&0\end{align*}
The set of fixed vectors is therefore \begin{equation*}\text{Fix}=\left \{v_3\begin{pmatrix}0 \\ 0 \\ 1\end{pmatrix}\mid v_3\in \mathbb{R}\right \}\end{equation*}
Is this a fixpoint vector along the axis, and that the lengths and angles of vectors are preserved and so we have a rotation? (Wondering)
 
  • #4
mathmari said:
Hey! :eek:

Which is the geometric interpretation of the following maps?

$$v\mapsto \begin{pmatrix} 0&-1&0\\ 1&0&0\\ 0&0&-1\end{pmatrix}v$$ and
(1, 0, 0) is mapped to (0, 1, 0), (0, 1, 0) is mapped to (-1, 0, 0), and (0, 0, -1). Geometrically, a three dimensional figure is rotated 90 degrees in the xy-plane and the z-direction is reversed.

$$v\mapsto \begin{pmatrix} 1& 0&0\\0&\frac{1}{2} &-\frac{\sqrt{3}}{2}\\ 0&\frac{\sqrt{3}}{2}&\frac{1}{2}\end{pmatrix}v$$
$cos(-60)= \frac{1}{2}$ and $sin(-60)= -\frac{\sqrt{3}}{2}$ so this is a rotation by -60 degrees (60 degrees counter-clockwise) in the yz-plane.
 
  • #5
mathmari said:
For the kernel we have: \begin{equation*}\begin{pmatrix}0 & -1 & 0 \\ 1 & 0 & 0 \\ 0 & 0 & 1\end{pmatrix} \ \overset{Z_1\leftrightarrow Z_2}{\longrightarrow } \ \begin{pmatrix}1 & 0 & 0 \\ 0 & -1 & 0 \\ 0 & 0 & 1\end{pmatrix}\end{equation*}

Shouldn't the matrix be:
\begin{pmatrix}0 & -1 & 0 \\ 1 & 0 & 0 \\ 0 & 0 & {\color{red}-\enclose{circle}{1}}\end{pmatrix}
(Worried)
 

FAQ: Which is the geometric interpretation?

What is a geometric interpretation?

A geometric interpretation is a way of understanding a mathematical concept or expression through visual representation using shapes, lines, and angles.

How is a geometric interpretation different from a numerical interpretation?

A geometric interpretation uses visual representations to understand a mathematical concept, while a numerical interpretation uses numbers and equations.

What are some examples of geometric interpretations?

Examples of geometric interpretations include using graphs to understand linear equations, using geometric shapes to understand area and perimeter, and using geometric constructions to solve geometric problems.

Why is a geometric interpretation important?

A geometric interpretation allows us to visualize and better understand complex mathematical concepts, making it easier to solve problems and make connections between different mathematical ideas.

How can a geometric interpretation be applied in real life?

A geometric interpretation can be applied in fields such as architecture, engineering, and design, where understanding of shapes, angles, and spatial relationships is crucial. It can also be used in everyday situations, such as calculating the area of a room or understanding the trajectory of a moving object.

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