Find Rotational Eigenvalues
What are the complex eigenvalues of the matrix $A$ that represents a rotation of $mathbb{R}^3$ through the angle $theta$ about a vector $u$?
I know that an eigenvalue should be $1$, and the other $2$ should be complex, where one is the conjugate of the other. I can't seem to get it however.
eigenvalues-eigenvectors rotations
add a comment |
What are the complex eigenvalues of the matrix $A$ that represents a rotation of $mathbb{R}^3$ through the angle $theta$ about a vector $u$?
I know that an eigenvalue should be $1$, and the other $2$ should be complex, where one is the conjugate of the other. I can't seem to get it however.
eigenvalues-eigenvectors rotations
Can you do this in two dimensions? What are the complex eigenvalues of a typical rotation matrix?
– Lord Shark the Unknown
Nov 23 at 19:08
add a comment |
What are the complex eigenvalues of the matrix $A$ that represents a rotation of $mathbb{R}^3$ through the angle $theta$ about a vector $u$?
I know that an eigenvalue should be $1$, and the other $2$ should be complex, where one is the conjugate of the other. I can't seem to get it however.
eigenvalues-eigenvectors rotations
What are the complex eigenvalues of the matrix $A$ that represents a rotation of $mathbb{R}^3$ through the angle $theta$ about a vector $u$?
I know that an eigenvalue should be $1$, and the other $2$ should be complex, where one is the conjugate of the other. I can't seem to get it however.
eigenvalues-eigenvectors rotations
eigenvalues-eigenvectors rotations
edited Nov 23 at 20:17
Bernard
118k638111
118k638111
asked Nov 23 at 19:05
IUissopretty
536
536
Can you do this in two dimensions? What are the complex eigenvalues of a typical rotation matrix?
– Lord Shark the Unknown
Nov 23 at 19:08
add a comment |
Can you do this in two dimensions? What are the complex eigenvalues of a typical rotation matrix?
– Lord Shark the Unknown
Nov 23 at 19:08
Can you do this in two dimensions? What are the complex eigenvalues of a typical rotation matrix?
– Lord Shark the Unknown
Nov 23 at 19:08
Can you do this in two dimensions? What are the complex eigenvalues of a typical rotation matrix?
– Lord Shark the Unknown
Nov 23 at 19:08
add a comment |
1 Answer
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The eigenvalues of a plane rotation of angle $theta$ are the eigenvalues of $left(begin{smallmatrix}costheta&-sintheta\sintheta&costhetaend{smallmatrix}right)$: $e^{pm itheta}$. So, since a rotation around $u$ with angle $theta$ maps $u$ into itself (and therefore $u$ is an engenvector with eigenvalue $1$), its eigenvalues are $1$ and $e^{pm itheta}$.
But since the rotation is with respect to some arbitrary axis, wouldn't the complex eigenvalue be different? Or does it not matter. That's the part I'm confused about.
– IUissopretty
Nov 23 at 19:55
Let $e_1=frac u{lVert urVert}$, let $e_2$ be a vector with norm $1$ orthogonal to $e_1$ and let $e_3$ be a vector with norm $1$ orthogonal to both $e_1$ and $e_2$. Then the matrix of $A$ with respect to the basis $(e_1,e_2,e_3)$ is$$begin{bmatrix}1&0&0\0&costheta&mpsintheta\0&pmsintheta&costhetaend{bmatrix},$$whose eigenvalues are $1$ and $e^{pm itheta}$.
– José Carlos Santos
Nov 23 at 20:43
1
It doesn't matter. As far as eigenvalues are concerned, a rotation in one plane is the same as a rotation by the same angle in another plane.
– Robert Israel
Nov 23 at 20:43
Ok, I understand now. Thanks!
– IUissopretty
Nov 23 at 20:52
add a comment |
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1 Answer
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The eigenvalues of a plane rotation of angle $theta$ are the eigenvalues of $left(begin{smallmatrix}costheta&-sintheta\sintheta&costhetaend{smallmatrix}right)$: $e^{pm itheta}$. So, since a rotation around $u$ with angle $theta$ maps $u$ into itself (and therefore $u$ is an engenvector with eigenvalue $1$), its eigenvalues are $1$ and $e^{pm itheta}$.
But since the rotation is with respect to some arbitrary axis, wouldn't the complex eigenvalue be different? Or does it not matter. That's the part I'm confused about.
– IUissopretty
Nov 23 at 19:55
Let $e_1=frac u{lVert urVert}$, let $e_2$ be a vector with norm $1$ orthogonal to $e_1$ and let $e_3$ be a vector with norm $1$ orthogonal to both $e_1$ and $e_2$. Then the matrix of $A$ with respect to the basis $(e_1,e_2,e_3)$ is$$begin{bmatrix}1&0&0\0&costheta&mpsintheta\0&pmsintheta&costhetaend{bmatrix},$$whose eigenvalues are $1$ and $e^{pm itheta}$.
– José Carlos Santos
Nov 23 at 20:43
1
It doesn't matter. As far as eigenvalues are concerned, a rotation in one plane is the same as a rotation by the same angle in another plane.
– Robert Israel
Nov 23 at 20:43
Ok, I understand now. Thanks!
– IUissopretty
Nov 23 at 20:52
add a comment |
The eigenvalues of a plane rotation of angle $theta$ are the eigenvalues of $left(begin{smallmatrix}costheta&-sintheta\sintheta&costhetaend{smallmatrix}right)$: $e^{pm itheta}$. So, since a rotation around $u$ with angle $theta$ maps $u$ into itself (and therefore $u$ is an engenvector with eigenvalue $1$), its eigenvalues are $1$ and $e^{pm itheta}$.
But since the rotation is with respect to some arbitrary axis, wouldn't the complex eigenvalue be different? Or does it not matter. That's the part I'm confused about.
– IUissopretty
Nov 23 at 19:55
Let $e_1=frac u{lVert urVert}$, let $e_2$ be a vector with norm $1$ orthogonal to $e_1$ and let $e_3$ be a vector with norm $1$ orthogonal to both $e_1$ and $e_2$. Then the matrix of $A$ with respect to the basis $(e_1,e_2,e_3)$ is$$begin{bmatrix}1&0&0\0&costheta&mpsintheta\0&pmsintheta&costhetaend{bmatrix},$$whose eigenvalues are $1$ and $e^{pm itheta}$.
– José Carlos Santos
Nov 23 at 20:43
1
It doesn't matter. As far as eigenvalues are concerned, a rotation in one plane is the same as a rotation by the same angle in another plane.
– Robert Israel
Nov 23 at 20:43
Ok, I understand now. Thanks!
– IUissopretty
Nov 23 at 20:52
add a comment |
The eigenvalues of a plane rotation of angle $theta$ are the eigenvalues of $left(begin{smallmatrix}costheta&-sintheta\sintheta&costhetaend{smallmatrix}right)$: $e^{pm itheta}$. So, since a rotation around $u$ with angle $theta$ maps $u$ into itself (and therefore $u$ is an engenvector with eigenvalue $1$), its eigenvalues are $1$ and $e^{pm itheta}$.
The eigenvalues of a plane rotation of angle $theta$ are the eigenvalues of $left(begin{smallmatrix}costheta&-sintheta\sintheta&costhetaend{smallmatrix}right)$: $e^{pm itheta}$. So, since a rotation around $u$ with angle $theta$ maps $u$ into itself (and therefore $u$ is an engenvector with eigenvalue $1$), its eigenvalues are $1$ and $e^{pm itheta}$.
answered Nov 23 at 19:10
José Carlos Santos
149k22117219
149k22117219
But since the rotation is with respect to some arbitrary axis, wouldn't the complex eigenvalue be different? Or does it not matter. That's the part I'm confused about.
– IUissopretty
Nov 23 at 19:55
Let $e_1=frac u{lVert urVert}$, let $e_2$ be a vector with norm $1$ orthogonal to $e_1$ and let $e_3$ be a vector with norm $1$ orthogonal to both $e_1$ and $e_2$. Then the matrix of $A$ with respect to the basis $(e_1,e_2,e_3)$ is$$begin{bmatrix}1&0&0\0&costheta&mpsintheta\0&pmsintheta&costhetaend{bmatrix},$$whose eigenvalues are $1$ and $e^{pm itheta}$.
– José Carlos Santos
Nov 23 at 20:43
1
It doesn't matter. As far as eigenvalues are concerned, a rotation in one plane is the same as a rotation by the same angle in another plane.
– Robert Israel
Nov 23 at 20:43
Ok, I understand now. Thanks!
– IUissopretty
Nov 23 at 20:52
add a comment |
But since the rotation is with respect to some arbitrary axis, wouldn't the complex eigenvalue be different? Or does it not matter. That's the part I'm confused about.
– IUissopretty
Nov 23 at 19:55
Let $e_1=frac u{lVert urVert}$, let $e_2$ be a vector with norm $1$ orthogonal to $e_1$ and let $e_3$ be a vector with norm $1$ orthogonal to both $e_1$ and $e_2$. Then the matrix of $A$ with respect to the basis $(e_1,e_2,e_3)$ is$$begin{bmatrix}1&0&0\0&costheta&mpsintheta\0&pmsintheta&costhetaend{bmatrix},$$whose eigenvalues are $1$ and $e^{pm itheta}$.
– José Carlos Santos
Nov 23 at 20:43
1
It doesn't matter. As far as eigenvalues are concerned, a rotation in one plane is the same as a rotation by the same angle in another plane.
– Robert Israel
Nov 23 at 20:43
Ok, I understand now. Thanks!
– IUissopretty
Nov 23 at 20:52
But since the rotation is with respect to some arbitrary axis, wouldn't the complex eigenvalue be different? Or does it not matter. That's the part I'm confused about.
– IUissopretty
Nov 23 at 19:55
But since the rotation is with respect to some arbitrary axis, wouldn't the complex eigenvalue be different? Or does it not matter. That's the part I'm confused about.
– IUissopretty
Nov 23 at 19:55
Let $e_1=frac u{lVert urVert}$, let $e_2$ be a vector with norm $1$ orthogonal to $e_1$ and let $e_3$ be a vector with norm $1$ orthogonal to both $e_1$ and $e_2$. Then the matrix of $A$ with respect to the basis $(e_1,e_2,e_3)$ is$$begin{bmatrix}1&0&0\0&costheta&mpsintheta\0&pmsintheta&costhetaend{bmatrix},$$whose eigenvalues are $1$ and $e^{pm itheta}$.
– José Carlos Santos
Nov 23 at 20:43
Let $e_1=frac u{lVert urVert}$, let $e_2$ be a vector with norm $1$ orthogonal to $e_1$ and let $e_3$ be a vector with norm $1$ orthogonal to both $e_1$ and $e_2$. Then the matrix of $A$ with respect to the basis $(e_1,e_2,e_3)$ is$$begin{bmatrix}1&0&0\0&costheta&mpsintheta\0&pmsintheta&costhetaend{bmatrix},$$whose eigenvalues are $1$ and $e^{pm itheta}$.
– José Carlos Santos
Nov 23 at 20:43
1
1
It doesn't matter. As far as eigenvalues are concerned, a rotation in one plane is the same as a rotation by the same angle in another plane.
– Robert Israel
Nov 23 at 20:43
It doesn't matter. As far as eigenvalues are concerned, a rotation in one plane is the same as a rotation by the same angle in another plane.
– Robert Israel
Nov 23 at 20:43
Ok, I understand now. Thanks!
– IUissopretty
Nov 23 at 20:52
Ok, I understand now. Thanks!
– IUissopretty
Nov 23 at 20:52
add a comment |
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Can you do this in two dimensions? What are the complex eigenvalues of a typical rotation matrix?
– Lord Shark the Unknown
Nov 23 at 19:08