Matrix multiplication/Rotations

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In summary, the conversation discusses an engineering problem involving a matrix A and vectors x and y. The goal is to prove that y is an anticlockwise rotation of x about the origin. The conversation includes suggestions on how to approach the problem, such as drawing point vectors and using knowledge of geometry to show that the new coordinates of y in terms of x match the matrix form provided. The concept of rotation in the context of mathematics for engineers is also mentioned.
  • #1
Jerbearrrrrr
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An engineer came to me with the following problem

Homework Statement


Suppose
[itex]y = A x [/itex]
where [itex] x,y \in R^2[/itex]
and [itex] A = \left( \begin{array}{cc}
\cos \theta & -\sin \theta\\
\sin \theta & \cos \theta \end{array} \right) [/itex].
Show that y is an anticlockwise rotation of x about the origin.

Homework Equations


None.
Maybe definition of SO(2,R).

The Attempt at a Solution


[itex] \square [/itex]

========

I kind of don't understand the question.
How can you prove a definition?
Is this question not asking something like, "prove that average speed equals distance over time"?
I guess they want the student to draw a load of triangles? Or perhaps express x and y in terms of polar coordinates to make it more obvious that it's a rotation? Or maybe to show that it can be written as a product of two reflections? Or show that |x| = |y|...but that doesn't make any comments about the angle.
Any suggestions?
Thanks
 
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  • #2
i think what is being asked of you is to forget about SO(2) and everything. Just draw two point vectors in a 2-d plane separated by an angular distance of \theta.

Now, by just applying your knowledge of geometry, show that the new coordinates of y in terms of the old coordinates x, is the exact same equations as written above in matrix form.
 
  • #3
Suppose you were to apply that matrix to (1, 0). What would the result be? Suppose you were to apply it to (0, 1)? How do those points relate to (1, 0) and (0, 1)?
 
  • #4
Thanks. I thought they were after something like that. Expand sin(A+B) and wave some hands.

Kinda just looking for a definition of 'rotation' in the context of "mathematics for engineers" I suppose, since my friend (whom I'm posting on behalf of) couldn't supply one from lecture notes.

To prove a Foo is a Bar, you have to know what Foos and Bars actually are. And I suppose since the only geometry I've done has been in bits of algebra courses, I would naturally think of group-context definitions xD
 

FAQ: Matrix multiplication/Rotations

What is matrix multiplication?

Matrix multiplication is a mathematical operation where two matrices are multiplied together to form a new matrix. It is an important tool in linear algebra and is used to solve systems of linear equations, perform transformations, and more.

How do you perform matrix multiplication?

To perform matrix multiplication, the number of columns in the first matrix must match the number of rows in the second matrix. Then, each element in the resulting matrix is calculated by multiplying the elements in a row of the first matrix by the corresponding elements in a column of the second matrix, and summing the products.

What is the purpose of matrix multiplication?

The purpose of matrix multiplication is to combine two matrices in a meaningful way to achieve a desired result. This can include solving systems of linear equations, transforming geometric figures, and more.

What are rotations in matrices?

Rotations in matrices involve transforming a matrix by changing the orientation of its elements. This can be done by multiplying the original matrix by a rotation matrix, which contains trigonometric functions to determine the amount and direction of the rotation.

How are rotations useful in scientific applications?

Rotations in matrices are useful in scientific applications for representing and manipulating data in a way that is easily interpretable and computationally efficient. They are commonly used in computer graphics, physics, and engineering to model and simulate real-world systems and phenomena.

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