Did I Make a Mistake in Finding the Determinant of an Orthogonal 2x2 Matrix?

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SUMMARY

The discussion centers on the determination of the general form of an orthogonal 2x2 matrix, specifically represented as $A = \begin{bmatrix} a & b \\ c & d \end{bmatrix}$. Participants confirm that the determinant of such a matrix is always $\pm 1$, leading to the conclusion that $|A| = a^2 + b^2 = 1$. The correct relationships derived include $d = a$, $-c = b$, and $-b = c$, resulting in the orthogonal matrix forms: $A = \begin{bmatrix} \pm \sin(\theta) & \pm \cos(\theta) \\ \mp \cos(\theta) & \pm \sin(\theta) \end{bmatrix}$ and $A = \begin{bmatrix} \pm \cos(\theta) & \pm \sin(\theta) \\ \mp \sin(\theta) & \pm \cos(\theta) \end{bmatrix}$. The discussion also highlights the significance of comparing these forms to the standard 2D rotation matrix.

PREREQUISITES
  • Understanding of orthogonal matrices
  • Familiarity with determinants in linear algebra
  • Knowledge of trigonometric functions and their properties
  • Basic concepts of matrix inversion and transposition
NEXT STEPS
  • Study the properties of orthogonal matrices in linear algebra
  • Learn about the derivation and applications of the 2D rotation matrix
  • Explore the implications of determinants in matrix theory
  • Investigate the relationship between orthogonal matrices and transformations in Euclidean space
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Mathematicians, physics students, computer graphics developers, and anyone interested in linear transformations and their applications in 2D space.

ognik
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Find the general form of an orthogonal 2 x 2 matrix = $ \begin{bmatrix}a&b\\c&d\end{bmatrix}$

I used $det(A)=\pm 1$ (from an earlier exercise) - and the special form of $ A_{2 \times 2}^{-1} = \frac{ \begin{bmatrix}d&-b\\-c&a\end{bmatrix}}{|A|} $ using $|A| = +1$ first, to get an 'alternative' $ A = \left(A^{-1}\right)^T = \begin{bmatrix}d&-c\\-b&a\end{bmatrix}$

This gave me $ a=Cos\theta, b=Sin \theta $ as expected so far.

But if I do something similar for c and d I get $ c=Cos\theta, d=Sin \theta $, which can't be right 'cos that would be singular.

So using |A| = -1, I get a 2nd 'alternate' $A = -\begin{bmatrix}d&-c\\-b&a\end{bmatrix} = \begin{bmatrix}-d&c\\-b&a\end{bmatrix} $ This is clearly wrong, but can't see what I've done wrong?
 
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Uhh...$-\begin{bmatrix}d&-c\\-b&a\end{bmatrix} = \begin{bmatrix}-d&c\\b&-a\end{bmatrix}$
 
ognik said:
Find the general form of an orthogonal 2 x 2 matrix = $ \begin{bmatrix}a&b\\c&d\end{bmatrix}$

I used $det(A)=\pm 1$ (from an earlier exercise) - and the special form of $ A_{2 \times 2}^{-1} = \frac{ \begin{bmatrix}d&-b\\-c&a\end{bmatrix}}{|A|} $ using $|A| = +1$ first, to get an 'alternative' $ A = \left(A^{-1}\right)^T = \begin{bmatrix}d&-c\\-b&a\end{bmatrix}$
Stop it here.
[math]A = \left ( A^{-1} \right )^T[/math]

[math]\left ( \begin{matrix} a & b \\ c & d \end{matrix} \right ) = \left ( \begin{matrix} d & -c \\ -b & a \end{matrix} \right )[/math]

So by comparison we know that d = a, -c = b, -b = c, a = d. And |A| = 1. That will give you the rest.

-Dan
 
Deveno said:
Uhh...$-\begin{bmatrix}d&-c\\-b&a\end{bmatrix} = \begin{bmatrix}-d&c\\b&-a\end{bmatrix}$
You mean Duh - I was stuck in Det mode :-)
 
topsquark said:
Stop it here.
[math]A = \left ( A^{-1} \right )^T[/math]

[math]\left ( \begin{matrix} a & b \\ c & d \end{matrix} \right ) = \left ( \begin{matrix} d & -c \\ -b & a \end{matrix} \right )[/math]

So by comparison we know that d = a, -c = b, -b = c, a = d. And |A| = 1. That will give you the rest.

-Dan
That gave me $ Det\left ( \begin{matrix} d & -c \\ c & d \end{matrix} \right ) = d^2 + c^2 = 1, ie \:c=Sin \theta etc \:$
But I know the 2nd row of A should be $c=-Sin \theta, d= Cos \theta $
 
topsquark said:
Stop it here.
[math]A = \left ( A^{-1} \right )^T[/math]

[math]\left ( \begin{matrix} a & b \\ c & d \end{matrix} \right ) = \left ( \begin{matrix} d & -c \\ -b & a \end{matrix} \right )[/math]

So by comparison we know that d = a, -c = b, -b = c, a = d. And |A| = 1. That will give you the rest.

-Dan

ognik said:
That gave me $ Det\left ( \begin{matrix} d & -c \\ c & d \end{matrix} \right ) = d^2 + c^2 = 1, ie \:c=Sin \theta etc \:$
But I know the 2nd row of A should be $c=-Sin \theta, d= Cos \theta $
d = a, -c = b implies [math]A = \left ( \begin{matrix} a & b \\ -b & a \end{matrix} \right )[/math] and |A| = 1.

From the determinant we get [math]|A| = a^2 + b^2 = 1[/math].

The solutions for A are:
[math]\left ( \begin{matrix} \pm sin( \theta ) & \pm cos( \theta ) \\ \mp cos(\theta) & \pm sin(\theta) \end{matrix} \right )[/math]

and
[math]\left ( \begin{matrix} \pm cos( \theta ) & \pm sin( \theta ) \\ \mp sin(\theta) & \pm cos(\theta) \end{matrix} \right )[/math]
where the choice of [math]\pm[/math] on the sines is independent of the [math]\pm[/math] on the cosines.

-Dan
 
that makes sense of course, so I wonder why my book said to compare the answer with the 2-D rotation matrix?

So I was looking for something that would give that...
 
ognik said:
that makes sense of course, so I wonder why my book said to compare the answer with the 2-D rotation matrix?

So I was looking for something that would give that...
Given any number of definitions of your x and y axes they are all rotation matrices. Note that
[math]\left ( \begin{matrix} cos( \theta) & -sin( \theta ) \\ sin( \theta) & cos(\theta) \end{matrix} \right )[/math]
is the "usual" rotation matrix.

-Dan
 
I think I found what I was looking for... $A \times A^T$ = identity matrix. Solving gives 2 equations - we already knew $ a^2 + b^2 =1 $, but we also get ac + bd = 0, ac = -bd which tells me that if a and b are positive one of c or d must be negative. This way there is also no doubt about using $A^{-1}$ as 1 or -1 and its a simpler solution (assuming I got it right)
 

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