Show isometry and find geometric meaning

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    Geometric Isometry
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Discussion Overview

The discussion revolves around the geometric interpretation of two matrices, ##F## and ##G##, which are related through the transformation properties of isometries in three-dimensional space. Participants explore the implications of these transformations, including rotations and reflections, and how they relate to each other.

Discussion Character

  • Technical explanation
  • Conceptual clarification
  • Debate/contested

Main Points Raised

  • One participant verifies that the matrix ##A## is an isometry by showing that ##AA^t=I## and discusses the geometric meaning of the transformation represented by ##G## as a rotation about the line ##t(1,1,1)##.
  • Another participant elaborates on the relationship between ##F## and ##G##, suggesting that if ##G = -F##, then the transformation of a vector ##v## under ##F## involves reflecting it around the origin after applying the rotation ##G##.
  • A question is raised about the equivalence of the transformations described by ##F## and ##G##, indicating a potential misunderstanding or need for clarification.
  • One participant speculates that the answer might be attempting to describe the transformation ##G## in terms of ##F##, but notes that this would not accurately represent the geometric meaning of ##F## and its matrix.

Areas of Agreement / Disagreement

Participants express uncertainty regarding the geometric meanings of the transformations and whether the descriptions of ##F## and ##G## are equivalent or if they represent distinct interpretations. There is no consensus on the correct interpretation of these transformations.

Contextual Notes

Participants discuss the implications of linear transformations and the order of operations in transformations, but there are unresolved aspects regarding the geometric meanings and relationships between the matrices involved.

schniefen
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TL;DR
With respect to an orthonormal basis in 3-space, show that the matrix of ##F## given below is an isometry and find its geometric meaning.
The matrix ##A## in question is

##\dfrac{1}{3}
\left(\begin{array}{rrr}
-2 & 1 & -2 \\
-2 & -2 & 1 \\
1 & -2 & -2
\end{array}\right)##
One can easily verify that ##AA^t=I##, hence an isometry. To find its geometric meaning, one can proceed to find ##U=\text{ker} \ (F-I)=\text{ker} \ (A-I)##, i.e. ## (A-I)\textbf{x}=\textbf{0}##. This yields ##\textbf{x}=\textbf{0}##. Put ##G=-F## and find ##U=\text{ker} \ (G-I)=\text{ker} \ (A+I)## instead, which yields ##\textbf{x}=t(1,1,1)##. Thus ##G## is a rotation about the line ##t(1,1,1)##. To determine the orientation of the rotation, one can define ##\textbf{w}=(1,1,1)##, ##\textbf{u}=(1,-1,0)## (any vector perpendicular to ##\textbf{w}##) and ##\textbf{v}=A\textbf{u}=(-1,0,1)##. Evaluating the determinant with the columns given by ##\textbf{u},\textbf{v},\textbf{w}## shows that they are negatively oriented and thus the rotation is clockwise seen from the point ##(1,1,1)## down on the origin. The angle of rotation is deduced from the dot product of ##\textbf{u}## and ##\textbf{v}##, which is ##\frac{2\pi}{3}##.

This is the geometric meaning of ##G##. What is that of ##F## and its matrix? The answer given is a rotation ##\frac{\pi}{3}## anti-clockwise from the point ##(1,1,1)## followed by reflection in the origin. Since ##G=-F##, isn't ##F## the rotation of ##G## followed by reflection in the origin? That is, a clockwise rotation ##\frac{2\pi}{3}## from the point ##(1,1,1)## looking down on the origin followed by reflection. The answer seems to reverse this.
 
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If ##G = -F##, let ##v \in \mathbb{R}^3##. Geometrically, ##Fv = -Gv## and thus ##v## transforms first under ##G## and the result ##Gv## gets an opposite sign, meaning that we reflect the vector ##Gv## around the origin.

But the order shouldn't matter actually: since the maps involved are linear, we also have ##Fv = G(-v)## and then ##F## first reflects the vector ##v## around the origin and then performs a rotation.
 
Okay, so the answers are equivalent?
 
Could it be that the answer tries to describe the transformation ##G## in terms of ##F##? Then it would make sense. However, that wouldn’t be the geometric meaning of ##F## and its matrix.
 

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