Composite Matrix Transformation - Reflection

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SUMMARY

The discussion focuses on the composite transformation of reflections T1 and T2 in the Euclidean plane, specifically about the lines 2x–5y=0 and –4x+3y=0. The standard matrices for T1 and T2 were derived as A = [21/29, 20/29; 20/29, -21/29] and B = [-7/25, 24/25; 24/25, 7/25], respectively. The composition of these transformations yields a matrix that does not satisfy the determinant condition for rotation matrices, indicating an error in calculations. The discussion also addresses how to determine the angle of rotation resulting from these transformations.

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  • Understanding of matrix transformations in linear algebra
  • Familiarity with reflection matrices and their properties
  • Knowledge of rotation matrices and their determinants
  • Ability to perform matrix multiplication and dot products
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  • Learn about the properties of rotation matrices, including determinant conditions
  • Explore the geometric interpretation of composite transformations
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Homework Statement



Let T1 be the reflection about the line 2x–5y=0 and T2 be the reflection about the line –4x+3y=0 in the euclidean plane.
(i) The standard matrix of T1 o T2 is: ?

Thus T1 o T2 is a counterclockwise rotation about the origin by an angle of _ radians?

(ii) The standard matrix of T2 o T1 is: ?

Thus T2 o T1 is a counterclockwise rotation about the origin by an angle of _ radians?

Homework Equations



I think these equations are correct...

T(v) = A(v)

Reflection:
A =
[((2(u_1))^2)), (2(u_1)(u_2)))
(2(u_1)(u_2)), ((2(u_2))^2))]
*u being the unit vectors

Rotation counterclockwise:
A =
[cosx -sinx
sinx cosx]

S o T is the matrix Transformation with matrix AB

The Attempt at a Solution



I thought I understood this, but again, I guess I've understood something incorrectly.

For the first question, I got the unit vectors to be:
[(5/sqrt29)], (2/sqrt29)] and [(3/5), (4/5)] for T_1 and T_2 respectively.
I then got the standard matrix A of T_1 to be:
[(21/29) (20/29)
(20/29) (-21/29)]
and the standard matrix B of T_2 to be:
[(-7/25) (24/25)
(24/25) (7/25)]

I then took AB = the dot product of these matrices to get:
[(333/6350) (644/6350)
(-644/6350) (333/6350)]

I did similar for the second part, but I'll spare all the numbers, since I'm messing something up...

Further, how would I go about getting the radians? I know the formula for counterclockwise rotation, but wouldn't know how to come up with the radians of such a number...
 
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I don't recognize your formula for the reflection matrix so what I would do is this.
<3, 4> is a vector in the direction of the line -4x+ 3y= 0 and <-4, 3> is a vector perpendicular to it. The reflection in that line maps <3, 4> into itself and <-4, 3> into its negative, <4, -3> Setting up the two equations
\left[\begin{array}{cc}a &amp; b \\ c &amp; d\end{array}\right]\left[\begin{array}{c}3 \\ 4\end{array}\right]= \left[\begin{array}{c}3 \\ 4\end{array}\right]
and
\left[\begin{array}{cc}a &amp; b \\ c &amp; d\end{array}\right]\left[\begin{array}{c}-4 \\ 3\end{array}\right]= \left[\begin{array}{c}4 \\ -3\end{array}\right]
gives 4 equations for a, b, c, d. I get
A= \left[\begin{array}{cc}\frac{-7}{25} &amp; \frac{24}{25} \\ \frac{14}{25} &amp; \frac{7}{25}\end{array}\right]
for the first reflection.

You can do the same for the second reflection and, of course, their composition is the product of the matrices.

I don't believe
[(333/6350) (644/6350)
(-644/6350) (333/6350)]

is correct because its determinant is not 1, which must be true for a rotation matrix.
 
Hi,

Thanks again HallsofIvy.

I used the unit vectors in my formula, and it seems to come out with the same answer; except I tried the technique you gave and I still come up with
[(-7/25) (24/25)
(24/25) (7/25)]
for the second Matrix.

I guess I'm making some calculation error, as
[(333/6350) (644/6350)
(-644/6350) (333/6350)]
Is the matrix I get from the product AB...

Thanks!
 

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