Why is the complex number $z=a+bi$ equivalent to the matrix form $left(begin{smallmatrix}a...
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Why is the complex number $z=a+bi$ equivalent to the matrix form $left(begin{smallmatrix}a &-b\b&aend{smallmatrix}right)$ [duplicate]
Why represent a complex number $a+ib$ as $[begin{smallmatrix}a & -b\ b & hphantom{-}aend{smallmatrix}]$?Relation of this antisymmetric matrix $r = left(begin{smallmatrix}0 &1\-1&0end{smallmatrix}right)$ to $i$How $a+bi$ becomes $left(matrix{a & -b\b & a}right)$?Show that $langle mathbb{C}, mathbb{+} rangle$ is isomorphic to $langle M_{2times2}, mathbb{+} rangle$Refining my knowledge of the imaginary numberHistory of the matrix representation of complex numbersCan all rings with 1 be represented as a $n times n$ matrix? where $n>1$.How to find in a more formal way $lfloor{(2+sqrt3)^4}rfloor$Matrix representation of complex numbers in exponential formMandelbrot fractal by matrix powers? Would such a construction let us analyze it with linear algebra?Intuition for complex eigenvaluesMatrix representation of complex numbers in exponential formComplex number isomorphic to certain $2times 2$ matrices?Find $Lleft( left[begin{matrix} 3 \ -1end{matrix} right]right)$?Is it a coincidence that the jacobian matrix of differentiable complex functions is also the matrix isomorphic to complex numbers?Trigonometric operation of complex number in matrix representationRelationship between Levi-Civita symbol and complex/quaternionic numbersAlternative ways to represent the complex numbers as matricesCounterexample to $| X - Y | le left| begin{pmatrix} X & 0 \ 0 & Y end{pmatrix} right|$?Help understanding the complex matrix representation of quaternions
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Possible Duplicate:
Relation of this antisymmetric matrix $r = left(begin{smallmatrix}0 &1\-1 & 0end{smallmatrix}right)$ to $i$
On Wikipedia, it says that:
Matrix representation of complex numbers
Complex numbers $z=a+ib$ can also be represented by $2times2$ matrices that have the following form: $$pmatrix{a&-b\b&a}$$
I don't understand why they can be represented by these matrices or where these matrices come from.
linear-algebra matrices complex-numbers quaternions
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marked as duplicate by J. M. is not a mathematician, Nate Eldredge, t.b., Gerry Myerson, Asaf Karagila♦ Aug 10 '12 at 15:12
This question has been asked before and already has an answer. If those answers do not fully address your question, please ask a new question.
|
show 1 more comment
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Possible Duplicate:
Relation of this antisymmetric matrix $r = left(begin{smallmatrix}0 &1\-1 & 0end{smallmatrix}right)$ to $i$
On Wikipedia, it says that:
Matrix representation of complex numbers
Complex numbers $z=a+ib$ can also be represented by $2times2$ matrices that have the following form: $$pmatrix{a&-b\b&a}$$
I don't understand why they can be represented by these matrices or where these matrices come from.
linear-algebra matrices complex-numbers quaternions
$endgroup$
marked as duplicate by J. M. is not a mathematician, Nate Eldredge, t.b., Gerry Myerson, Asaf Karagila♦ Aug 10 '12 at 15:12
This question has been asked before and already has an answer. If those answers do not fully address your question, please ask a new question.
12
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Hint: $mathbb{C}$ is a 2 dimensional vector space of $mathbb{R}$. Take ${1,i}$ as a basis for $mathbb{C}$ over $mathbb{R}$. Multiplication by a complex number $a+bi$ is a linear operator. How does the matrix representing it look like?
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– user3533
Aug 9 '12 at 22:23
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Here a very nice article by Rod Carvalho: Representing complex numbers as 2×2 matrices
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– Salech Rubenstein
Aug 9 '12 at 22:44
1
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I can't see the article linked. Is it just me?
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– James S. Cook
Aug 4 '14 at 4:54
1
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Me neither. How can we do?
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– Joe
May 3 '15 at 22:45
1
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@SalechAlhasov Your link leads merely to a login page. Maybe you can post a new link?
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– Rudy the Reindeer
Aug 19 '15 at 3:30
|
show 1 more comment
$begingroup$
Possible Duplicate:
Relation of this antisymmetric matrix $r = left(begin{smallmatrix}0 &1\-1 & 0end{smallmatrix}right)$ to $i$
On Wikipedia, it says that:
Matrix representation of complex numbers
Complex numbers $z=a+ib$ can also be represented by $2times2$ matrices that have the following form: $$pmatrix{a&-b\b&a}$$
I don't understand why they can be represented by these matrices or where these matrices come from.
linear-algebra matrices complex-numbers quaternions
$endgroup$
Possible Duplicate:
Relation of this antisymmetric matrix $r = left(begin{smallmatrix}0 &1\-1 & 0end{smallmatrix}right)$ to $i$
On Wikipedia, it says that:
Matrix representation of complex numbers
Complex numbers $z=a+ib$ can also be represented by $2times2$ matrices that have the following form: $$pmatrix{a&-b\b&a}$$
I don't understand why they can be represented by these matrices or where these matrices come from.
linear-algebra matrices complex-numbers quaternions
linear-algebra matrices complex-numbers quaternions
edited Apr 13 '17 at 12:20
Community♦
1
1
asked Aug 9 '12 at 22:18
NFDreamNFDream
168125
168125
marked as duplicate by J. M. is not a mathematician, Nate Eldredge, t.b., Gerry Myerson, Asaf Karagila♦ Aug 10 '12 at 15:12
This question has been asked before and already has an answer. If those answers do not fully address your question, please ask a new question.
marked as duplicate by J. M. is not a mathematician, Nate Eldredge, t.b., Gerry Myerson, Asaf Karagila♦ Aug 10 '12 at 15:12
This question has been asked before and already has an answer. If those answers do not fully address your question, please ask a new question.
12
$begingroup$
Hint: $mathbb{C}$ is a 2 dimensional vector space of $mathbb{R}$. Take ${1,i}$ as a basis for $mathbb{C}$ over $mathbb{R}$. Multiplication by a complex number $a+bi$ is a linear operator. How does the matrix representing it look like?
$endgroup$
– user3533
Aug 9 '12 at 22:23
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Here a very nice article by Rod Carvalho: Representing complex numbers as 2×2 matrices
$endgroup$
– Salech Rubenstein
Aug 9 '12 at 22:44
1
$begingroup$
I can't see the article linked. Is it just me?
$endgroup$
– James S. Cook
Aug 4 '14 at 4:54
1
$begingroup$
Me neither. How can we do?
$endgroup$
– Joe
May 3 '15 at 22:45
1
$begingroup$
@SalechAlhasov Your link leads merely to a login page. Maybe you can post a new link?
$endgroup$
– Rudy the Reindeer
Aug 19 '15 at 3:30
|
show 1 more comment
12
$begingroup$
Hint: $mathbb{C}$ is a 2 dimensional vector space of $mathbb{R}$. Take ${1,i}$ as a basis for $mathbb{C}$ over $mathbb{R}$. Multiplication by a complex number $a+bi$ is a linear operator. How does the matrix representing it look like?
$endgroup$
– user3533
Aug 9 '12 at 22:23
$begingroup$
Here a very nice article by Rod Carvalho: Representing complex numbers as 2×2 matrices
$endgroup$
– Salech Rubenstein
Aug 9 '12 at 22:44
1
$begingroup$
I can't see the article linked. Is it just me?
$endgroup$
– James S. Cook
Aug 4 '14 at 4:54
1
$begingroup$
Me neither. How can we do?
$endgroup$
– Joe
May 3 '15 at 22:45
1
$begingroup$
@SalechAlhasov Your link leads merely to a login page. Maybe you can post a new link?
$endgroup$
– Rudy the Reindeer
Aug 19 '15 at 3:30
12
12
$begingroup$
Hint: $mathbb{C}$ is a 2 dimensional vector space of $mathbb{R}$. Take ${1,i}$ as a basis for $mathbb{C}$ over $mathbb{R}$. Multiplication by a complex number $a+bi$ is a linear operator. How does the matrix representing it look like?
$endgroup$
– user3533
Aug 9 '12 at 22:23
$begingroup$
Hint: $mathbb{C}$ is a 2 dimensional vector space of $mathbb{R}$. Take ${1,i}$ as a basis for $mathbb{C}$ over $mathbb{R}$. Multiplication by a complex number $a+bi$ is a linear operator. How does the matrix representing it look like?
$endgroup$
– user3533
Aug 9 '12 at 22:23
$begingroup$
Here a very nice article by Rod Carvalho: Representing complex numbers as 2×2 matrices
$endgroup$
– Salech Rubenstein
Aug 9 '12 at 22:44
$begingroup$
Here a very nice article by Rod Carvalho: Representing complex numbers as 2×2 matrices
$endgroup$
– Salech Rubenstein
Aug 9 '12 at 22:44
1
1
$begingroup$
I can't see the article linked. Is it just me?
$endgroup$
– James S. Cook
Aug 4 '14 at 4:54
$begingroup$
I can't see the article linked. Is it just me?
$endgroup$
– James S. Cook
Aug 4 '14 at 4:54
1
1
$begingroup$
Me neither. How can we do?
$endgroup$
– Joe
May 3 '15 at 22:45
$begingroup$
Me neither. How can we do?
$endgroup$
– Joe
May 3 '15 at 22:45
1
1
$begingroup$
@SalechAlhasov Your link leads merely to a login page. Maybe you can post a new link?
$endgroup$
– Rudy the Reindeer
Aug 19 '15 at 3:30
$begingroup$
@SalechAlhasov Your link leads merely to a login page. Maybe you can post a new link?
$endgroup$
– Rudy the Reindeer
Aug 19 '15 at 3:30
|
show 1 more comment
8 Answers
8
active
oldest
votes
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No-one seems to have mentioned it explicitly, so I will. The matrix $J = left( begin{array}{clcr} 0 & -1\1 & 0 end{array} right)$ satisfies $J^{2} = -I,$ where $I$ is the $2 times 2$ identity matrix (in fact, this is because $J$ has eigenvalues $i$ and $-i$, but let us put that aside for one moment). Hence there really is no difference between the matrix $aI + bJ$ and the complex number $a +bi.$
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1
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Yes, indeed, so, if there had been any doubt whether there could be a legitimate square root of $-1$, here is one! :)
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– paul garrett
Aug 10 '12 at 0:04
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Very clear and easy understandable,thank you
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– NFDream
Aug 10 '12 at 0:16
7
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We should not forget that in the nineteenth century this sort of thing was considered an important legitimization of complex numbers. Also, Kronecker's $mathbb C=mathbb R[x]/langle x^2+1rangle$.
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– paul garrett
Aug 10 '12 at 0:29
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Jumping in on a month old question here, but is there a way to show that $J$ is unique in this regard?
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– crf
Sep 5 '12 at 5:48
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Well, no, it isn't unique. You can replace it with a conjugate within ${rm GL}(2,mathbb{R}),$ but it is unique up to conjugacy within the group of invertible real $2 times 2$ matrices.
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– Geoff Robinson
Sep 5 '12 at 7:43
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show 2 more comments
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Look at the arithmetic operations and their actions. With + and *, these matrices form a field. And we have the isomorphism
$$a + ib mapsto left[matrix{a&-bcr b &a}right].$$
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I think this is a better answer because it points out the isomorphism.
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– Dhaivat Pandya
Dec 11 '13 at 3:23
add a comment |
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As to the "where did it come from?", rather than verifying that it does work: this is a special case of a "rational representation" of a bigger collection of "numbers" as matrices with entries in a smaller collection. ("Fields" or "rings", properly, but it's not clear what our context here is.)
That is, the collection of complex numbers is a two-dimensional real vector space, and multiplication by $a+bi$ is a real-linear map of $mathbb C$ to itself, so, with respect to any $mathbb R$-basis of $mathbb C$, there'll be a corresponding matrix. For example, with $mathbb R$-basis $e_1=1,,e_2=i$,
$$
(a+bi)cdot e_1 = a+bi = ae_1+be_2
hskip40pt
(a+bi)cdot e_2 = (a+bi)i = -b+ai = -be_1+ae_2
$$
So
$$
pmatrix{e_1 cr e_2}cdot (a+bi) ;=; pmatrix{a & b cr -b & a}pmatrix{e_1cr e_2}
$$
Oop, I guessed wrong, and got the $b$ and $-b$ interchanged. Maybe using $e_2=-i$ instead will work... :)
But this is the way one finds such representations.
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Nice one, basically using Eigenvalues. That also explains the wrong sign, you "guessed" the "wrong" Eigenvector and reverse-constructed a transposed (but equally valid) Matrix representation
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– Tobias Kienzler
Aug 10 '12 at 7:44
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Nice answer but I don't understand why you write you guessed wrong: I don't understand why we cannot represent a complex number $a + bi$ as the matrix in your answer. It seems to me that we can interchange $b$ and $-b$ as we like. What am I missing?
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– Rudy the Reindeer
Aug 19 '15 at 4:17
1
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@RudytheReindeer, you are right that the $pm b$ can be interchanged without harm, which amounts to switching $pm i$. My "guessed wrong" was only that I was aiming to "hit" one of the two choices, but got the other one by my choices of convention. Doesn't really matter.
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– paul garrett
Aug 19 '15 at 12:49
add a comment |
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What I think of a complex number is a scaling and 2D rotation operation, where the absolute value $r$ is scaling factor, and the phase $theta$ is the rotation angle.
The same operation can be described by scalar multiplication of a rotation matrix as $$rbegin{pmatrix}cos theta & -sin theta \ sin theta & cos theta end{pmatrix}$$
Since $r e^{itheta}=rcos theta + ir sin theta = a +ib$, we have $$a +ib = begin{pmatrix}a & -b \ b & a end{pmatrix}$$
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add a comment |
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I had something written up on this lying around. The $-$ sign is off, but it's more or less the same, I hope it helps.
Let $M$ denote the set of such matrices. Define a function $phicolon Mtomathbb{C}$ by
$$
begin{pmatrix} alpha & beta \ -beta & alphaend{pmatrix}mapsto alpha+ibeta.
$$
Note that this function has inverse $phi^{-1}$ defined by $alpha+ibetamapstobegin{pmatrix} alpha & beta \ -beta & alphaend{pmatrix}$. This function is well defined, since $alpha+ibeta=gamma+idelta$ if and only if $alpha=gamma$ and $beta=delta$, and thus it is never the case that a complex number can be written in two distinct ways with different real part and different imaginary part. So $phi$ is invertible.
Now let
$$
A=begin{pmatrix} alpha & beta \ -beta & alphaend{pmatrix},qquad
B=begin{pmatrix} gamma & delta \ -delta & gammaend{pmatrix}.
$$
Then
$$
phi(A+B)=phibegin{pmatrix} alpha+gamma & beta+delta \ -beta-delta & alpha+deltaend{pmatrix}=(alpha+gamma)+i(beta+delta)=(alpha+ibeta)+(gamma+idelta)=phi(A)+phi(B).
$$
Also,
$$
phi(AB)=phibegin{pmatrix} alphagamma-betadelta & alphadelta+betagamma \ -betagamma-alpha-delta & -betadelta+alphagammaend{pmatrix}=(alphagamma-betadelta)+i(alphadelta+betagamma)=(alpha+ibeta)(gamma+idelta)=phi(A)phi(B).
$$
So $phi$ respects addition and multiplication. Lastly, $phi(I_2)=1$, so $phi$ also respects the multiplicative identity. Hence $phi$ is a field isomorphism, so $M$ and $mathbb{C}$ are isomorphic as fields.
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add a comment |
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The matrix rep of $rm:alpha = a+b,{it i}:$ is simply the matrix representation of the $:Bbb R$-linear map $rm:xto alpha, x:$ viewing $,Bbb Ccong Bbb R^2$ as vector space over $,Bbb R.,$ Computing the coefficients of $,alpha,$ wrt to the basis $,[1,,{it i},]^T:$
$$rm (a+b,{it i},) left[ begin{array}{c} 1 \ {it i} end{array} right]
,=, left[begin{array}{r}rm a+b,{it i}\rm -b+a,{it i} end{array} right]
,=, left[begin{array}{rr}rm a &rm b\rm -b &rm a end{array} right]
left[begin{array}{c} 1 \ {it i} end{array} right]$$
As above, any ring may be viewed as a ring of linear maps on its additive group (the so-called left-regular representation). Informally, simply view each element of the ring as a $1!times! 1$ matrix, with the usual matrix operations. This is a ring-theoretic analog of the Cayley representation of a group via permutations on its underlying set, by viewing each $,alpha,$ as a permutation $rm,xtoalpha,x.$
When, as above, the ring has the further structure of an $rm,n$-dimensional vector space over a field, then, wrt a basis of the vector space, the linear maps $rm:xto alpha, x:$ are representable as $rm,n!times!n,$ matrices; e.g. any algebraic field extension of degree $rm,n.,$ Above is the special case $rm n=2.$
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See also this answer for a finite field analogue in $,Bbb F_9 cong Bbb F_3[i]. $
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– Math Gems
Feb 5 '13 at 15:42
add a comment |
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The matrices $I=begin{bmatrix}1&0\0&1end{bmatrix}$ and $J=begin{bmatrix}0&-1\1&0end{bmatrix}$ commute (everything commutes with $I$), and $J^2=-I$. Everything else follows from the standard properties (associativity, commutativity, distributivity, etc.) that matrix operations have.
Thus, $aI+bJ=begin{bmatrix}a&-b\b&aend{bmatrix}$ behaves exactly like $a+bi$ under addition, multiplication, etc.
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... and matrix transposition behaves like complex conjugation.
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– Mark Viola
Jul 8 '16 at 2:48
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@Dr.MV: Indeed! Swapping $J$ and $J^T$ gives the same isomorphism that swapping $i$ and $-i$ does.
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– robjohn♦
Jul 8 '16 at 2:53
add a comment |
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Since you put the tag quaternions, let me say a bit more about performing identifications like that:
Recall the quaternions $mathcal{Q}$ is the group consisting of elements ${pm1, pm hat{i}, pm hat{j}, pm hat{k}}$ equipped with multiplication that satisfies the rules according to the diagram
$$hat{i} rightarrow hat{j} rightarrow hat{k}.$$
Now what is more interesting is that you can let $mathcal{Q}$ become a four dimensional real vector space with basis ${1,hat{i},hat{j},hat{k}}$ equipped with an $Bbb{R}$ - bilinear multiplication map that satisfies the rules above. You can also define the norm of a quaternion $a + bhat{i} + chat{j} + dhat{k}$ as
$$||a + bhat{i} + chat{j} + dhat{k}|| = a^2 + b^2 + c^2 + d^2.$$
Now if you consider $mathcal{Q}^{times}$, the set of all unit quaternions you can identify $mathcal{Q}^{times}$ with $textrm{SU}(2)$ as a group and as a topological space. How do we do this identification? Well it's not very hard. Recall that
$$textrm{SU}(2) = left{ left(begin{array}{cc} a + bi & -c + di \ c + di & a-bi end{array}right) |hspace{3mm} a,b,c,d in Bbb{R}, hspace{3mm} a^2 + b^2 + c^2 + d^2 = 1 right}.$$
So you now make an ansatz (german for educated guess) that the identification we are going to make is via the map $f$ that sends a quaternion $a + bhat{i} + chat{j} + dhat{k}$ to the matrix $$left(begin{array}{cc} a + bi & -c + di \ c + di & a-bi end{array}right).$$
It is easy to see that $f$ is a well-defined group isomorphism by an algebra bash and it is also clear that $f$ is a homeomorphism. In summary, the point I wish to make is that these identifications give us a useful way to interpret things. For example, instead of interpreting $textrm{SU}(2)$ as boring old matrices that you say "meh" to you now have a geometric understanding of what $textrm{SU}(2)$. You can think about each matrix as being a point on the sphere $S^3$ in 4-space! How rad is that?
On the other hand when you say $Bbb{R}^4$ has now basis elements consisting of ${1,hat{i},hat{j},hat{k}}$, you have given $Bbb{R}^4$ a multiplication structure and it becomes not just an $Bbb{R}$ - module but a module over itself.
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Yes ,the question is the basic of the real-number matrix form of quaternions which is I really want to know next step.
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– NFDream
Aug 10 '12 at 4:46
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@NFDream What do you mean by next step? Can you elaborate a bit more? Would you like me to put more details in my answer above?
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– user38268
Aug 10 '12 at 7:24
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Actually I ask this question because I want to know how to get the real-number matrix form of quaternions, thanks.
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– NFDream
Aug 12 '12 at 8:38
add a comment |
8 Answers
8
active
oldest
votes
8 Answers
8
active
oldest
votes
active
oldest
votes
active
oldest
votes
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No-one seems to have mentioned it explicitly, so I will. The matrix $J = left( begin{array}{clcr} 0 & -1\1 & 0 end{array} right)$ satisfies $J^{2} = -I,$ where $I$ is the $2 times 2$ identity matrix (in fact, this is because $J$ has eigenvalues $i$ and $-i$, but let us put that aside for one moment). Hence there really is no difference between the matrix $aI + bJ$ and the complex number $a +bi.$
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1
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Yes, indeed, so, if there had been any doubt whether there could be a legitimate square root of $-1$, here is one! :)
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– paul garrett
Aug 10 '12 at 0:04
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Very clear and easy understandable,thank you
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– NFDream
Aug 10 '12 at 0:16
7
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We should not forget that in the nineteenth century this sort of thing was considered an important legitimization of complex numbers. Also, Kronecker's $mathbb C=mathbb R[x]/langle x^2+1rangle$.
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– paul garrett
Aug 10 '12 at 0:29
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Jumping in on a month old question here, but is there a way to show that $J$ is unique in this regard?
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– crf
Sep 5 '12 at 5:48
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Well, no, it isn't unique. You can replace it with a conjugate within ${rm GL}(2,mathbb{R}),$ but it is unique up to conjugacy within the group of invertible real $2 times 2$ matrices.
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– Geoff Robinson
Sep 5 '12 at 7:43
|
show 2 more comments
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No-one seems to have mentioned it explicitly, so I will. The matrix $J = left( begin{array}{clcr} 0 & -1\1 & 0 end{array} right)$ satisfies $J^{2} = -I,$ where $I$ is the $2 times 2$ identity matrix (in fact, this is because $J$ has eigenvalues $i$ and $-i$, but let us put that aside for one moment). Hence there really is no difference between the matrix $aI + bJ$ and the complex number $a +bi.$
$endgroup$
1
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Yes, indeed, so, if there had been any doubt whether there could be a legitimate square root of $-1$, here is one! :)
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– paul garrett
Aug 10 '12 at 0:04
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Very clear and easy understandable,thank you
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– NFDream
Aug 10 '12 at 0:16
7
$begingroup$
We should not forget that in the nineteenth century this sort of thing was considered an important legitimization of complex numbers. Also, Kronecker's $mathbb C=mathbb R[x]/langle x^2+1rangle$.
$endgroup$
– paul garrett
Aug 10 '12 at 0:29
$begingroup$
Jumping in on a month old question here, but is there a way to show that $J$ is unique in this regard?
$endgroup$
– crf
Sep 5 '12 at 5:48
$begingroup$
Well, no, it isn't unique. You can replace it with a conjugate within ${rm GL}(2,mathbb{R}),$ but it is unique up to conjugacy within the group of invertible real $2 times 2$ matrices.
$endgroup$
– Geoff Robinson
Sep 5 '12 at 7:43
|
show 2 more comments
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No-one seems to have mentioned it explicitly, so I will. The matrix $J = left( begin{array}{clcr} 0 & -1\1 & 0 end{array} right)$ satisfies $J^{2} = -I,$ where $I$ is the $2 times 2$ identity matrix (in fact, this is because $J$ has eigenvalues $i$ and $-i$, but let us put that aside for one moment). Hence there really is no difference between the matrix $aI + bJ$ and the complex number $a +bi.$
$endgroup$
No-one seems to have mentioned it explicitly, so I will. The matrix $J = left( begin{array}{clcr} 0 & -1\1 & 0 end{array} right)$ satisfies $J^{2} = -I,$ where $I$ is the $2 times 2$ identity matrix (in fact, this is because $J$ has eigenvalues $i$ and $-i$, but let us put that aside for one moment). Hence there really is no difference between the matrix $aI + bJ$ and the complex number $a +bi.$
edited Aug 10 '12 at 7:56
answered Aug 9 '12 at 23:43
Geoff RobinsonGeoff Robinson
20.7k13144
20.7k13144
1
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Yes, indeed, so, if there had been any doubt whether there could be a legitimate square root of $-1$, here is one! :)
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– paul garrett
Aug 10 '12 at 0:04
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Very clear and easy understandable,thank you
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– NFDream
Aug 10 '12 at 0:16
7
$begingroup$
We should not forget that in the nineteenth century this sort of thing was considered an important legitimization of complex numbers. Also, Kronecker's $mathbb C=mathbb R[x]/langle x^2+1rangle$.
$endgroup$
– paul garrett
Aug 10 '12 at 0:29
$begingroup$
Jumping in on a month old question here, but is there a way to show that $J$ is unique in this regard?
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– crf
Sep 5 '12 at 5:48
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Well, no, it isn't unique. You can replace it with a conjugate within ${rm GL}(2,mathbb{R}),$ but it is unique up to conjugacy within the group of invertible real $2 times 2$ matrices.
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– Geoff Robinson
Sep 5 '12 at 7:43
|
show 2 more comments
1
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Yes, indeed, so, if there had been any doubt whether there could be a legitimate square root of $-1$, here is one! :)
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– paul garrett
Aug 10 '12 at 0:04
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Very clear and easy understandable,thank you
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– NFDream
Aug 10 '12 at 0:16
7
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We should not forget that in the nineteenth century this sort of thing was considered an important legitimization of complex numbers. Also, Kronecker's $mathbb C=mathbb R[x]/langle x^2+1rangle$.
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– paul garrett
Aug 10 '12 at 0:29
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Jumping in on a month old question here, but is there a way to show that $J$ is unique in this regard?
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– crf
Sep 5 '12 at 5:48
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Well, no, it isn't unique. You can replace it with a conjugate within ${rm GL}(2,mathbb{R}),$ but it is unique up to conjugacy within the group of invertible real $2 times 2$ matrices.
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– Geoff Robinson
Sep 5 '12 at 7:43
1
1
$begingroup$
Yes, indeed, so, if there had been any doubt whether there could be a legitimate square root of $-1$, here is one! :)
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– paul garrett
Aug 10 '12 at 0:04
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Yes, indeed, so, if there had been any doubt whether there could be a legitimate square root of $-1$, here is one! :)
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– paul garrett
Aug 10 '12 at 0:04
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Very clear and easy understandable,thank you
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– NFDream
Aug 10 '12 at 0:16
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Very clear and easy understandable,thank you
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– NFDream
Aug 10 '12 at 0:16
7
7
$begingroup$
We should not forget that in the nineteenth century this sort of thing was considered an important legitimization of complex numbers. Also, Kronecker's $mathbb C=mathbb R[x]/langle x^2+1rangle$.
$endgroup$
– paul garrett
Aug 10 '12 at 0:29
$begingroup$
We should not forget that in the nineteenth century this sort of thing was considered an important legitimization of complex numbers. Also, Kronecker's $mathbb C=mathbb R[x]/langle x^2+1rangle$.
$endgroup$
– paul garrett
Aug 10 '12 at 0:29
$begingroup$
Jumping in on a month old question here, but is there a way to show that $J$ is unique in this regard?
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– crf
Sep 5 '12 at 5:48
$begingroup$
Jumping in on a month old question here, but is there a way to show that $J$ is unique in this regard?
$endgroup$
– crf
Sep 5 '12 at 5:48
$begingroup$
Well, no, it isn't unique. You can replace it with a conjugate within ${rm GL}(2,mathbb{R}),$ but it is unique up to conjugacy within the group of invertible real $2 times 2$ matrices.
$endgroup$
– Geoff Robinson
Sep 5 '12 at 7:43
$begingroup$
Well, no, it isn't unique. You can replace it with a conjugate within ${rm GL}(2,mathbb{R}),$ but it is unique up to conjugacy within the group of invertible real $2 times 2$ matrices.
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– Geoff Robinson
Sep 5 '12 at 7:43
|
show 2 more comments
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Look at the arithmetic operations and their actions. With + and *, these matrices form a field. And we have the isomorphism
$$a + ib mapsto left[matrix{a&-bcr b &a}right].$$
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I think this is a better answer because it points out the isomorphism.
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– Dhaivat Pandya
Dec 11 '13 at 3:23
add a comment |
$begingroup$
Look at the arithmetic operations and their actions. With + and *, these matrices form a field. And we have the isomorphism
$$a + ib mapsto left[matrix{a&-bcr b &a}right].$$
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$begingroup$
I think this is a better answer because it points out the isomorphism.
$endgroup$
– Dhaivat Pandya
Dec 11 '13 at 3:23
add a comment |
$begingroup$
Look at the arithmetic operations and their actions. With + and *, these matrices form a field. And we have the isomorphism
$$a + ib mapsto left[matrix{a&-bcr b &a}right].$$
$endgroup$
Look at the arithmetic operations and their actions. With + and *, these matrices form a field. And we have the isomorphism
$$a + ib mapsto left[matrix{a&-bcr b &a}right].$$
answered Aug 9 '12 at 22:24
ncmathsadistncmathsadist
43.1k260103
43.1k260103
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I think this is a better answer because it points out the isomorphism.
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– Dhaivat Pandya
Dec 11 '13 at 3:23
add a comment |
$begingroup$
I think this is a better answer because it points out the isomorphism.
$endgroup$
– Dhaivat Pandya
Dec 11 '13 at 3:23
$begingroup$
I think this is a better answer because it points out the isomorphism.
$endgroup$
– Dhaivat Pandya
Dec 11 '13 at 3:23
$begingroup$
I think this is a better answer because it points out the isomorphism.
$endgroup$
– Dhaivat Pandya
Dec 11 '13 at 3:23
add a comment |
$begingroup$
As to the "where did it come from?", rather than verifying that it does work: this is a special case of a "rational representation" of a bigger collection of "numbers" as matrices with entries in a smaller collection. ("Fields" or "rings", properly, but it's not clear what our context here is.)
That is, the collection of complex numbers is a two-dimensional real vector space, and multiplication by $a+bi$ is a real-linear map of $mathbb C$ to itself, so, with respect to any $mathbb R$-basis of $mathbb C$, there'll be a corresponding matrix. For example, with $mathbb R$-basis $e_1=1,,e_2=i$,
$$
(a+bi)cdot e_1 = a+bi = ae_1+be_2
hskip40pt
(a+bi)cdot e_2 = (a+bi)i = -b+ai = -be_1+ae_2
$$
So
$$
pmatrix{e_1 cr e_2}cdot (a+bi) ;=; pmatrix{a & b cr -b & a}pmatrix{e_1cr e_2}
$$
Oop, I guessed wrong, and got the $b$ and $-b$ interchanged. Maybe using $e_2=-i$ instead will work... :)
But this is the way one finds such representations.
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Nice one, basically using Eigenvalues. That also explains the wrong sign, you "guessed" the "wrong" Eigenvector and reverse-constructed a transposed (but equally valid) Matrix representation
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– Tobias Kienzler
Aug 10 '12 at 7:44
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Nice answer but I don't understand why you write you guessed wrong: I don't understand why we cannot represent a complex number $a + bi$ as the matrix in your answer. It seems to me that we can interchange $b$ and $-b$ as we like. What am I missing?
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– Rudy the Reindeer
Aug 19 '15 at 4:17
1
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@RudytheReindeer, you are right that the $pm b$ can be interchanged without harm, which amounts to switching $pm i$. My "guessed wrong" was only that I was aiming to "hit" one of the two choices, but got the other one by my choices of convention. Doesn't really matter.
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– paul garrett
Aug 19 '15 at 12:49
add a comment |
$begingroup$
As to the "where did it come from?", rather than verifying that it does work: this is a special case of a "rational representation" of a bigger collection of "numbers" as matrices with entries in a smaller collection. ("Fields" or "rings", properly, but it's not clear what our context here is.)
That is, the collection of complex numbers is a two-dimensional real vector space, and multiplication by $a+bi$ is a real-linear map of $mathbb C$ to itself, so, with respect to any $mathbb R$-basis of $mathbb C$, there'll be a corresponding matrix. For example, with $mathbb R$-basis $e_1=1,,e_2=i$,
$$
(a+bi)cdot e_1 = a+bi = ae_1+be_2
hskip40pt
(a+bi)cdot e_2 = (a+bi)i = -b+ai = -be_1+ae_2
$$
So
$$
pmatrix{e_1 cr e_2}cdot (a+bi) ;=; pmatrix{a & b cr -b & a}pmatrix{e_1cr e_2}
$$
Oop, I guessed wrong, and got the $b$ and $-b$ interchanged. Maybe using $e_2=-i$ instead will work... :)
But this is the way one finds such representations.
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$begingroup$
Nice one, basically using Eigenvalues. That also explains the wrong sign, you "guessed" the "wrong" Eigenvector and reverse-constructed a transposed (but equally valid) Matrix representation
$endgroup$
– Tobias Kienzler
Aug 10 '12 at 7:44
$begingroup$
Nice answer but I don't understand why you write you guessed wrong: I don't understand why we cannot represent a complex number $a + bi$ as the matrix in your answer. It seems to me that we can interchange $b$ and $-b$ as we like. What am I missing?
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– Rudy the Reindeer
Aug 19 '15 at 4:17
1
$begingroup$
@RudytheReindeer, you are right that the $pm b$ can be interchanged without harm, which amounts to switching $pm i$. My "guessed wrong" was only that I was aiming to "hit" one of the two choices, but got the other one by my choices of convention. Doesn't really matter.
$endgroup$
– paul garrett
Aug 19 '15 at 12:49
add a comment |
$begingroup$
As to the "where did it come from?", rather than verifying that it does work: this is a special case of a "rational representation" of a bigger collection of "numbers" as matrices with entries in a smaller collection. ("Fields" or "rings", properly, but it's not clear what our context here is.)
That is, the collection of complex numbers is a two-dimensional real vector space, and multiplication by $a+bi$ is a real-linear map of $mathbb C$ to itself, so, with respect to any $mathbb R$-basis of $mathbb C$, there'll be a corresponding matrix. For example, with $mathbb R$-basis $e_1=1,,e_2=i$,
$$
(a+bi)cdot e_1 = a+bi = ae_1+be_2
hskip40pt
(a+bi)cdot e_2 = (a+bi)i = -b+ai = -be_1+ae_2
$$
So
$$
pmatrix{e_1 cr e_2}cdot (a+bi) ;=; pmatrix{a & b cr -b & a}pmatrix{e_1cr e_2}
$$
Oop, I guessed wrong, and got the $b$ and $-b$ interchanged. Maybe using $e_2=-i$ instead will work... :)
But this is the way one finds such representations.
$endgroup$
As to the "where did it come from?", rather than verifying that it does work: this is a special case of a "rational representation" of a bigger collection of "numbers" as matrices with entries in a smaller collection. ("Fields" or "rings", properly, but it's not clear what our context here is.)
That is, the collection of complex numbers is a two-dimensional real vector space, and multiplication by $a+bi$ is a real-linear map of $mathbb C$ to itself, so, with respect to any $mathbb R$-basis of $mathbb C$, there'll be a corresponding matrix. For example, with $mathbb R$-basis $e_1=1,,e_2=i$,
$$
(a+bi)cdot e_1 = a+bi = ae_1+be_2
hskip40pt
(a+bi)cdot e_2 = (a+bi)i = -b+ai = -be_1+ae_2
$$
So
$$
pmatrix{e_1 cr e_2}cdot (a+bi) ;=; pmatrix{a & b cr -b & a}pmatrix{e_1cr e_2}
$$
Oop, I guessed wrong, and got the $b$ and $-b$ interchanged. Maybe using $e_2=-i$ instead will work... :)
But this is the way one finds such representations.
answered Aug 9 '12 at 22:36
paul garrettpaul garrett
32.1k362120
32.1k362120
$begingroup$
Nice one, basically using Eigenvalues. That also explains the wrong sign, you "guessed" the "wrong" Eigenvector and reverse-constructed a transposed (but equally valid) Matrix representation
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– Tobias Kienzler
Aug 10 '12 at 7:44
$begingroup$
Nice answer but I don't understand why you write you guessed wrong: I don't understand why we cannot represent a complex number $a + bi$ as the matrix in your answer. It seems to me that we can interchange $b$ and $-b$ as we like. What am I missing?
$endgroup$
– Rudy the Reindeer
Aug 19 '15 at 4:17
1
$begingroup$
@RudytheReindeer, you are right that the $pm b$ can be interchanged without harm, which amounts to switching $pm i$. My "guessed wrong" was only that I was aiming to "hit" one of the two choices, but got the other one by my choices of convention. Doesn't really matter.
$endgroup$
– paul garrett
Aug 19 '15 at 12:49
add a comment |
$begingroup$
Nice one, basically using Eigenvalues. That also explains the wrong sign, you "guessed" the "wrong" Eigenvector and reverse-constructed a transposed (but equally valid) Matrix representation
$endgroup$
– Tobias Kienzler
Aug 10 '12 at 7:44
$begingroup$
Nice answer but I don't understand why you write you guessed wrong: I don't understand why we cannot represent a complex number $a + bi$ as the matrix in your answer. It seems to me that we can interchange $b$ and $-b$ as we like. What am I missing?
$endgroup$
– Rudy the Reindeer
Aug 19 '15 at 4:17
1
$begingroup$
@RudytheReindeer, you are right that the $pm b$ can be interchanged without harm, which amounts to switching $pm i$. My "guessed wrong" was only that I was aiming to "hit" one of the two choices, but got the other one by my choices of convention. Doesn't really matter.
$endgroup$
– paul garrett
Aug 19 '15 at 12:49
$begingroup$
Nice one, basically using Eigenvalues. That also explains the wrong sign, you "guessed" the "wrong" Eigenvector and reverse-constructed a transposed (but equally valid) Matrix representation
$endgroup$
– Tobias Kienzler
Aug 10 '12 at 7:44
$begingroup$
Nice one, basically using Eigenvalues. That also explains the wrong sign, you "guessed" the "wrong" Eigenvector and reverse-constructed a transposed (but equally valid) Matrix representation
$endgroup$
– Tobias Kienzler
Aug 10 '12 at 7:44
$begingroup$
Nice answer but I don't understand why you write you guessed wrong: I don't understand why we cannot represent a complex number $a + bi$ as the matrix in your answer. It seems to me that we can interchange $b$ and $-b$ as we like. What am I missing?
$endgroup$
– Rudy the Reindeer
Aug 19 '15 at 4:17
$begingroup$
Nice answer but I don't understand why you write you guessed wrong: I don't understand why we cannot represent a complex number $a + bi$ as the matrix in your answer. It seems to me that we can interchange $b$ and $-b$ as we like. What am I missing?
$endgroup$
– Rudy the Reindeer
Aug 19 '15 at 4:17
1
1
$begingroup$
@RudytheReindeer, you are right that the $pm b$ can be interchanged without harm, which amounts to switching $pm i$. My "guessed wrong" was only that I was aiming to "hit" one of the two choices, but got the other one by my choices of convention. Doesn't really matter.
$endgroup$
– paul garrett
Aug 19 '15 at 12:49
$begingroup$
@RudytheReindeer, you are right that the $pm b$ can be interchanged without harm, which amounts to switching $pm i$. My "guessed wrong" was only that I was aiming to "hit" one of the two choices, but got the other one by my choices of convention. Doesn't really matter.
$endgroup$
– paul garrett
Aug 19 '15 at 12:49
add a comment |
$begingroup$
What I think of a complex number is a scaling and 2D rotation operation, where the absolute value $r$ is scaling factor, and the phase $theta$ is the rotation angle.
The same operation can be described by scalar multiplication of a rotation matrix as $$rbegin{pmatrix}cos theta & -sin theta \ sin theta & cos theta end{pmatrix}$$
Since $r e^{itheta}=rcos theta + ir sin theta = a +ib$, we have $$a +ib = begin{pmatrix}a & -b \ b & a end{pmatrix}$$
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add a comment |
$begingroup$
What I think of a complex number is a scaling and 2D rotation operation, where the absolute value $r$ is scaling factor, and the phase $theta$ is the rotation angle.
The same operation can be described by scalar multiplication of a rotation matrix as $$rbegin{pmatrix}cos theta & -sin theta \ sin theta & cos theta end{pmatrix}$$
Since $r e^{itheta}=rcos theta + ir sin theta = a +ib$, we have $$a +ib = begin{pmatrix}a & -b \ b & a end{pmatrix}$$
$endgroup$
add a comment |
$begingroup$
What I think of a complex number is a scaling and 2D rotation operation, where the absolute value $r$ is scaling factor, and the phase $theta$ is the rotation angle.
The same operation can be described by scalar multiplication of a rotation matrix as $$rbegin{pmatrix}cos theta & -sin theta \ sin theta & cos theta end{pmatrix}$$
Since $r e^{itheta}=rcos theta + ir sin theta = a +ib$, we have $$a +ib = begin{pmatrix}a & -b \ b & a end{pmatrix}$$
$endgroup$
What I think of a complex number is a scaling and 2D rotation operation, where the absolute value $r$ is scaling factor, and the phase $theta$ is the rotation angle.
The same operation can be described by scalar multiplication of a rotation matrix as $$rbegin{pmatrix}cos theta & -sin theta \ sin theta & cos theta end{pmatrix}$$
Since $r e^{itheta}=rcos theta + ir sin theta = a +ib$, we have $$a +ib = begin{pmatrix}a & -b \ b & a end{pmatrix}$$
answered Aug 10 '12 at 5:34
chaohuangchaohuang
3,23921629
3,23921629
add a comment |
add a comment |
$begingroup$
I had something written up on this lying around. The $-$ sign is off, but it's more or less the same, I hope it helps.
Let $M$ denote the set of such matrices. Define a function $phicolon Mtomathbb{C}$ by
$$
begin{pmatrix} alpha & beta \ -beta & alphaend{pmatrix}mapsto alpha+ibeta.
$$
Note that this function has inverse $phi^{-1}$ defined by $alpha+ibetamapstobegin{pmatrix} alpha & beta \ -beta & alphaend{pmatrix}$. This function is well defined, since $alpha+ibeta=gamma+idelta$ if and only if $alpha=gamma$ and $beta=delta$, and thus it is never the case that a complex number can be written in two distinct ways with different real part and different imaginary part. So $phi$ is invertible.
Now let
$$
A=begin{pmatrix} alpha & beta \ -beta & alphaend{pmatrix},qquad
B=begin{pmatrix} gamma & delta \ -delta & gammaend{pmatrix}.
$$
Then
$$
phi(A+B)=phibegin{pmatrix} alpha+gamma & beta+delta \ -beta-delta & alpha+deltaend{pmatrix}=(alpha+gamma)+i(beta+delta)=(alpha+ibeta)+(gamma+idelta)=phi(A)+phi(B).
$$
Also,
$$
phi(AB)=phibegin{pmatrix} alphagamma-betadelta & alphadelta+betagamma \ -betagamma-alpha-delta & -betadelta+alphagammaend{pmatrix}=(alphagamma-betadelta)+i(alphadelta+betagamma)=(alpha+ibeta)(gamma+idelta)=phi(A)phi(B).
$$
So $phi$ respects addition and multiplication. Lastly, $phi(I_2)=1$, so $phi$ also respects the multiplicative identity. Hence $phi$ is a field isomorphism, so $M$ and $mathbb{C}$ are isomorphic as fields.
$endgroup$
add a comment |
$begingroup$
I had something written up on this lying around. The $-$ sign is off, but it's more or less the same, I hope it helps.
Let $M$ denote the set of such matrices. Define a function $phicolon Mtomathbb{C}$ by
$$
begin{pmatrix} alpha & beta \ -beta & alphaend{pmatrix}mapsto alpha+ibeta.
$$
Note that this function has inverse $phi^{-1}$ defined by $alpha+ibetamapstobegin{pmatrix} alpha & beta \ -beta & alphaend{pmatrix}$. This function is well defined, since $alpha+ibeta=gamma+idelta$ if and only if $alpha=gamma$ and $beta=delta$, and thus it is never the case that a complex number can be written in two distinct ways with different real part and different imaginary part. So $phi$ is invertible.
Now let
$$
A=begin{pmatrix} alpha & beta \ -beta & alphaend{pmatrix},qquad
B=begin{pmatrix} gamma & delta \ -delta & gammaend{pmatrix}.
$$
Then
$$
phi(A+B)=phibegin{pmatrix} alpha+gamma & beta+delta \ -beta-delta & alpha+deltaend{pmatrix}=(alpha+gamma)+i(beta+delta)=(alpha+ibeta)+(gamma+idelta)=phi(A)+phi(B).
$$
Also,
$$
phi(AB)=phibegin{pmatrix} alphagamma-betadelta & alphadelta+betagamma \ -betagamma-alpha-delta & -betadelta+alphagammaend{pmatrix}=(alphagamma-betadelta)+i(alphadelta+betagamma)=(alpha+ibeta)(gamma+idelta)=phi(A)phi(B).
$$
So $phi$ respects addition and multiplication. Lastly, $phi(I_2)=1$, so $phi$ also respects the multiplicative identity. Hence $phi$ is a field isomorphism, so $M$ and $mathbb{C}$ are isomorphic as fields.
$endgroup$
add a comment |
$begingroup$
I had something written up on this lying around. The $-$ sign is off, but it's more or less the same, I hope it helps.
Let $M$ denote the set of such matrices. Define a function $phicolon Mtomathbb{C}$ by
$$
begin{pmatrix} alpha & beta \ -beta & alphaend{pmatrix}mapsto alpha+ibeta.
$$
Note that this function has inverse $phi^{-1}$ defined by $alpha+ibetamapstobegin{pmatrix} alpha & beta \ -beta & alphaend{pmatrix}$. This function is well defined, since $alpha+ibeta=gamma+idelta$ if and only if $alpha=gamma$ and $beta=delta$, and thus it is never the case that a complex number can be written in two distinct ways with different real part and different imaginary part. So $phi$ is invertible.
Now let
$$
A=begin{pmatrix} alpha & beta \ -beta & alphaend{pmatrix},qquad
B=begin{pmatrix} gamma & delta \ -delta & gammaend{pmatrix}.
$$
Then
$$
phi(A+B)=phibegin{pmatrix} alpha+gamma & beta+delta \ -beta-delta & alpha+deltaend{pmatrix}=(alpha+gamma)+i(beta+delta)=(alpha+ibeta)+(gamma+idelta)=phi(A)+phi(B).
$$
Also,
$$
phi(AB)=phibegin{pmatrix} alphagamma-betadelta & alphadelta+betagamma \ -betagamma-alpha-delta & -betadelta+alphagammaend{pmatrix}=(alphagamma-betadelta)+i(alphadelta+betagamma)=(alpha+ibeta)(gamma+idelta)=phi(A)phi(B).
$$
So $phi$ respects addition and multiplication. Lastly, $phi(I_2)=1$, so $phi$ also respects the multiplicative identity. Hence $phi$ is a field isomorphism, so $M$ and $mathbb{C}$ are isomorphic as fields.
$endgroup$
I had something written up on this lying around. The $-$ sign is off, but it's more or less the same, I hope it helps.
Let $M$ denote the set of such matrices. Define a function $phicolon Mtomathbb{C}$ by
$$
begin{pmatrix} alpha & beta \ -beta & alphaend{pmatrix}mapsto alpha+ibeta.
$$
Note that this function has inverse $phi^{-1}$ defined by $alpha+ibetamapstobegin{pmatrix} alpha & beta \ -beta & alphaend{pmatrix}$. This function is well defined, since $alpha+ibeta=gamma+idelta$ if and only if $alpha=gamma$ and $beta=delta$, and thus it is never the case that a complex number can be written in two distinct ways with different real part and different imaginary part. So $phi$ is invertible.
Now let
$$
A=begin{pmatrix} alpha & beta \ -beta & alphaend{pmatrix},qquad
B=begin{pmatrix} gamma & delta \ -delta & gammaend{pmatrix}.
$$
Then
$$
phi(A+B)=phibegin{pmatrix} alpha+gamma & beta+delta \ -beta-delta & alpha+deltaend{pmatrix}=(alpha+gamma)+i(beta+delta)=(alpha+ibeta)+(gamma+idelta)=phi(A)+phi(B).
$$
Also,
$$
phi(AB)=phibegin{pmatrix} alphagamma-betadelta & alphadelta+betagamma \ -betagamma-alpha-delta & -betadelta+alphagammaend{pmatrix}=(alphagamma-betadelta)+i(alphadelta+betagamma)=(alpha+ibeta)(gamma+idelta)=phi(A)phi(B).
$$
So $phi$ respects addition and multiplication. Lastly, $phi(I_2)=1$, so $phi$ also respects the multiplicative identity. Hence $phi$ is a field isomorphism, so $M$ and $mathbb{C}$ are isomorphic as fields.
answered Aug 9 '12 at 22:29
yunoneyunone
14.8k652132
14.8k652132
add a comment |
add a comment |
$begingroup$
The matrix rep of $rm:alpha = a+b,{it i}:$ is simply the matrix representation of the $:Bbb R$-linear map $rm:xto alpha, x:$ viewing $,Bbb Ccong Bbb R^2$ as vector space over $,Bbb R.,$ Computing the coefficients of $,alpha,$ wrt to the basis $,[1,,{it i},]^T:$
$$rm (a+b,{it i},) left[ begin{array}{c} 1 \ {it i} end{array} right]
,=, left[begin{array}{r}rm a+b,{it i}\rm -b+a,{it i} end{array} right]
,=, left[begin{array}{rr}rm a &rm b\rm -b &rm a end{array} right]
left[begin{array}{c} 1 \ {it i} end{array} right]$$
As above, any ring may be viewed as a ring of linear maps on its additive group (the so-called left-regular representation). Informally, simply view each element of the ring as a $1!times! 1$ matrix, with the usual matrix operations. This is a ring-theoretic analog of the Cayley representation of a group via permutations on its underlying set, by viewing each $,alpha,$ as a permutation $rm,xtoalpha,x.$
When, as above, the ring has the further structure of an $rm,n$-dimensional vector space over a field, then, wrt a basis of the vector space, the linear maps $rm:xto alpha, x:$ are representable as $rm,n!times!n,$ matrices; e.g. any algebraic field extension of degree $rm,n.,$ Above is the special case $rm n=2.$
$endgroup$
$begingroup$
See also this answer for a finite field analogue in $,Bbb F_9 cong Bbb F_3[i]. $
$endgroup$
– Math Gems
Feb 5 '13 at 15:42
add a comment |
$begingroup$
The matrix rep of $rm:alpha = a+b,{it i}:$ is simply the matrix representation of the $:Bbb R$-linear map $rm:xto alpha, x:$ viewing $,Bbb Ccong Bbb R^2$ as vector space over $,Bbb R.,$ Computing the coefficients of $,alpha,$ wrt to the basis $,[1,,{it i},]^T:$
$$rm (a+b,{it i},) left[ begin{array}{c} 1 \ {it i} end{array} right]
,=, left[begin{array}{r}rm a+b,{it i}\rm -b+a,{it i} end{array} right]
,=, left[begin{array}{rr}rm a &rm b\rm -b &rm a end{array} right]
left[begin{array}{c} 1 \ {it i} end{array} right]$$
As above, any ring may be viewed as a ring of linear maps on its additive group (the so-called left-regular representation). Informally, simply view each element of the ring as a $1!times! 1$ matrix, with the usual matrix operations. This is a ring-theoretic analog of the Cayley representation of a group via permutations on its underlying set, by viewing each $,alpha,$ as a permutation $rm,xtoalpha,x.$
When, as above, the ring has the further structure of an $rm,n$-dimensional vector space over a field, then, wrt a basis of the vector space, the linear maps $rm:xto alpha, x:$ are representable as $rm,n!times!n,$ matrices; e.g. any algebraic field extension of degree $rm,n.,$ Above is the special case $rm n=2.$
$endgroup$
$begingroup$
See also this answer for a finite field analogue in $,Bbb F_9 cong Bbb F_3[i]. $
$endgroup$
– Math Gems
Feb 5 '13 at 15:42
add a comment |
$begingroup$
The matrix rep of $rm:alpha = a+b,{it i}:$ is simply the matrix representation of the $:Bbb R$-linear map $rm:xto alpha, x:$ viewing $,Bbb Ccong Bbb R^2$ as vector space over $,Bbb R.,$ Computing the coefficients of $,alpha,$ wrt to the basis $,[1,,{it i},]^T:$
$$rm (a+b,{it i},) left[ begin{array}{c} 1 \ {it i} end{array} right]
,=, left[begin{array}{r}rm a+b,{it i}\rm -b+a,{it i} end{array} right]
,=, left[begin{array}{rr}rm a &rm b\rm -b &rm a end{array} right]
left[begin{array}{c} 1 \ {it i} end{array} right]$$
As above, any ring may be viewed as a ring of linear maps on its additive group (the so-called left-regular representation). Informally, simply view each element of the ring as a $1!times! 1$ matrix, with the usual matrix operations. This is a ring-theoretic analog of the Cayley representation of a group via permutations on its underlying set, by viewing each $,alpha,$ as a permutation $rm,xtoalpha,x.$
When, as above, the ring has the further structure of an $rm,n$-dimensional vector space over a field, then, wrt a basis of the vector space, the linear maps $rm:xto alpha, x:$ are representable as $rm,n!times!n,$ matrices; e.g. any algebraic field extension of degree $rm,n.,$ Above is the special case $rm n=2.$
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The matrix rep of $rm:alpha = a+b,{it i}:$ is simply the matrix representation of the $:Bbb R$-linear map $rm:xto alpha, x:$ viewing $,Bbb Ccong Bbb R^2$ as vector space over $,Bbb R.,$ Computing the coefficients of $,alpha,$ wrt to the basis $,[1,,{it i},]^T:$
$$rm (a+b,{it i},) left[ begin{array}{c} 1 \ {it i} end{array} right]
,=, left[begin{array}{r}rm a+b,{it i}\rm -b+a,{it i} end{array} right]
,=, left[begin{array}{rr}rm a &rm b\rm -b &rm a end{array} right]
left[begin{array}{c} 1 \ {it i} end{array} right]$$
As above, any ring may be viewed as a ring of linear maps on its additive group (the so-called left-regular representation). Informally, simply view each element of the ring as a $1!times! 1$ matrix, with the usual matrix operations. This is a ring-theoretic analog of the Cayley representation of a group via permutations on its underlying set, by viewing each $,alpha,$ as a permutation $rm,xtoalpha,x.$
When, as above, the ring has the further structure of an $rm,n$-dimensional vector space over a field, then, wrt a basis of the vector space, the linear maps $rm:xto alpha, x:$ are representable as $rm,n!times!n,$ matrices; e.g. any algebraic field extension of degree $rm,n.,$ Above is the special case $rm n=2.$
edited Aug 6 '14 at 23:43
answered Aug 10 '12 at 1:30
Bill DubuqueBill Dubuque
213k29196654
213k29196654
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See also this answer for a finite field analogue in $,Bbb F_9 cong Bbb F_3[i]. $
$endgroup$
– Math Gems
Feb 5 '13 at 15:42
add a comment |
$begingroup$
See also this answer for a finite field analogue in $,Bbb F_9 cong Bbb F_3[i]. $
$endgroup$
– Math Gems
Feb 5 '13 at 15:42
$begingroup$
See also this answer for a finite field analogue in $,Bbb F_9 cong Bbb F_3[i]. $
$endgroup$
– Math Gems
Feb 5 '13 at 15:42
$begingroup$
See also this answer for a finite field analogue in $,Bbb F_9 cong Bbb F_3[i]. $
$endgroup$
– Math Gems
Feb 5 '13 at 15:42
add a comment |
$begingroup$
The matrices $I=begin{bmatrix}1&0\0&1end{bmatrix}$ and $J=begin{bmatrix}0&-1\1&0end{bmatrix}$ commute (everything commutes with $I$), and $J^2=-I$. Everything else follows from the standard properties (associativity, commutativity, distributivity, etc.) that matrix operations have.
Thus, $aI+bJ=begin{bmatrix}a&-b\b&aend{bmatrix}$ behaves exactly like $a+bi$ under addition, multiplication, etc.
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... and matrix transposition behaves like complex conjugation.
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– Mark Viola
Jul 8 '16 at 2:48
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@Dr.MV: Indeed! Swapping $J$ and $J^T$ gives the same isomorphism that swapping $i$ and $-i$ does.
$endgroup$
– robjohn♦
Jul 8 '16 at 2:53
add a comment |
$begingroup$
The matrices $I=begin{bmatrix}1&0\0&1end{bmatrix}$ and $J=begin{bmatrix}0&-1\1&0end{bmatrix}$ commute (everything commutes with $I$), and $J^2=-I$. Everything else follows from the standard properties (associativity, commutativity, distributivity, etc.) that matrix operations have.
Thus, $aI+bJ=begin{bmatrix}a&-b\b&aend{bmatrix}$ behaves exactly like $a+bi$ under addition, multiplication, etc.
$endgroup$
$begingroup$
... and matrix transposition behaves like complex conjugation.
$endgroup$
– Mark Viola
Jul 8 '16 at 2:48
$begingroup$
@Dr.MV: Indeed! Swapping $J$ and $J^T$ gives the same isomorphism that swapping $i$ and $-i$ does.
$endgroup$
– robjohn♦
Jul 8 '16 at 2:53
add a comment |
$begingroup$
The matrices $I=begin{bmatrix}1&0\0&1end{bmatrix}$ and $J=begin{bmatrix}0&-1\1&0end{bmatrix}$ commute (everything commutes with $I$), and $J^2=-I$. Everything else follows from the standard properties (associativity, commutativity, distributivity, etc.) that matrix operations have.
Thus, $aI+bJ=begin{bmatrix}a&-b\b&aend{bmatrix}$ behaves exactly like $a+bi$ under addition, multiplication, etc.
$endgroup$
The matrices $I=begin{bmatrix}1&0\0&1end{bmatrix}$ and $J=begin{bmatrix}0&-1\1&0end{bmatrix}$ commute (everything commutes with $I$), and $J^2=-I$. Everything else follows from the standard properties (associativity, commutativity, distributivity, etc.) that matrix operations have.
Thus, $aI+bJ=begin{bmatrix}a&-b\b&aend{bmatrix}$ behaves exactly like $a+bi$ under addition, multiplication, etc.
answered Aug 10 '12 at 1:04
robjohn♦robjohn
270k27312640
270k27312640
$begingroup$
... and matrix transposition behaves like complex conjugation.
$endgroup$
– Mark Viola
Jul 8 '16 at 2:48
$begingroup$
@Dr.MV: Indeed! Swapping $J$ and $J^T$ gives the same isomorphism that swapping $i$ and $-i$ does.
$endgroup$
– robjohn♦
Jul 8 '16 at 2:53
add a comment |
$begingroup$
... and matrix transposition behaves like complex conjugation.
$endgroup$
– Mark Viola
Jul 8 '16 at 2:48
$begingroup$
@Dr.MV: Indeed! Swapping $J$ and $J^T$ gives the same isomorphism that swapping $i$ and $-i$ does.
$endgroup$
– robjohn♦
Jul 8 '16 at 2:53
$begingroup$
... and matrix transposition behaves like complex conjugation.
$endgroup$
– Mark Viola
Jul 8 '16 at 2:48
$begingroup$
... and matrix transposition behaves like complex conjugation.
$endgroup$
– Mark Viola
Jul 8 '16 at 2:48
$begingroup$
@Dr.MV: Indeed! Swapping $J$ and $J^T$ gives the same isomorphism that swapping $i$ and $-i$ does.
$endgroup$
– robjohn♦
Jul 8 '16 at 2:53
$begingroup$
@Dr.MV: Indeed! Swapping $J$ and $J^T$ gives the same isomorphism that swapping $i$ and $-i$ does.
$endgroup$
– robjohn♦
Jul 8 '16 at 2:53
add a comment |
$begingroup$
Since you put the tag quaternions, let me say a bit more about performing identifications like that:
Recall the quaternions $mathcal{Q}$ is the group consisting of elements ${pm1, pm hat{i}, pm hat{j}, pm hat{k}}$ equipped with multiplication that satisfies the rules according to the diagram
$$hat{i} rightarrow hat{j} rightarrow hat{k}.$$
Now what is more interesting is that you can let $mathcal{Q}$ become a four dimensional real vector space with basis ${1,hat{i},hat{j},hat{k}}$ equipped with an $Bbb{R}$ - bilinear multiplication map that satisfies the rules above. You can also define the norm of a quaternion $a + bhat{i} + chat{j} + dhat{k}$ as
$$||a + bhat{i} + chat{j} + dhat{k}|| = a^2 + b^2 + c^2 + d^2.$$
Now if you consider $mathcal{Q}^{times}$, the set of all unit quaternions you can identify $mathcal{Q}^{times}$ with $textrm{SU}(2)$ as a group and as a topological space. How do we do this identification? Well it's not very hard. Recall that
$$textrm{SU}(2) = left{ left(begin{array}{cc} a + bi & -c + di \ c + di & a-bi end{array}right) |hspace{3mm} a,b,c,d in Bbb{R}, hspace{3mm} a^2 + b^2 + c^2 + d^2 = 1 right}.$$
So you now make an ansatz (german for educated guess) that the identification we are going to make is via the map $f$ that sends a quaternion $a + bhat{i} + chat{j} + dhat{k}$ to the matrix $$left(begin{array}{cc} a + bi & -c + di \ c + di & a-bi end{array}right).$$
It is easy to see that $f$ is a well-defined group isomorphism by an algebra bash and it is also clear that $f$ is a homeomorphism. In summary, the point I wish to make is that these identifications give us a useful way to interpret things. For example, instead of interpreting $textrm{SU}(2)$ as boring old matrices that you say "meh" to you now have a geometric understanding of what $textrm{SU}(2)$. You can think about each matrix as being a point on the sphere $S^3$ in 4-space! How rad is that?
On the other hand when you say $Bbb{R}^4$ has now basis elements consisting of ${1,hat{i},hat{j},hat{k}}$, you have given $Bbb{R}^4$ a multiplication structure and it becomes not just an $Bbb{R}$ - module but a module over itself.
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Yes ,the question is the basic of the real-number matrix form of quaternions which is I really want to know next step.
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– NFDream
Aug 10 '12 at 4:46
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@NFDream What do you mean by next step? Can you elaborate a bit more? Would you like me to put more details in my answer above?
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– user38268
Aug 10 '12 at 7:24
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Actually I ask this question because I want to know how to get the real-number matrix form of quaternions, thanks.
$endgroup$
– NFDream
Aug 12 '12 at 8:38
add a comment |
$begingroup$
Since you put the tag quaternions, let me say a bit more about performing identifications like that:
Recall the quaternions $mathcal{Q}$ is the group consisting of elements ${pm1, pm hat{i}, pm hat{j}, pm hat{k}}$ equipped with multiplication that satisfies the rules according to the diagram
$$hat{i} rightarrow hat{j} rightarrow hat{k}.$$
Now what is more interesting is that you can let $mathcal{Q}$ become a four dimensional real vector space with basis ${1,hat{i},hat{j},hat{k}}$ equipped with an $Bbb{R}$ - bilinear multiplication map that satisfies the rules above. You can also define the norm of a quaternion $a + bhat{i} + chat{j} + dhat{k}$ as
$$||a + bhat{i} + chat{j} + dhat{k}|| = a^2 + b^2 + c^2 + d^2.$$
Now if you consider $mathcal{Q}^{times}$, the set of all unit quaternions you can identify $mathcal{Q}^{times}$ with $textrm{SU}(2)$ as a group and as a topological space. How do we do this identification? Well it's not very hard. Recall that
$$textrm{SU}(2) = left{ left(begin{array}{cc} a + bi & -c + di \ c + di & a-bi end{array}right) |hspace{3mm} a,b,c,d in Bbb{R}, hspace{3mm} a^2 + b^2 + c^2 + d^2 = 1 right}.$$
So you now make an ansatz (german for educated guess) that the identification we are going to make is via the map $f$ that sends a quaternion $a + bhat{i} + chat{j} + dhat{k}$ to the matrix $$left(begin{array}{cc} a + bi & -c + di \ c + di & a-bi end{array}right).$$
It is easy to see that $f$ is a well-defined group isomorphism by an algebra bash and it is also clear that $f$ is a homeomorphism. In summary, the point I wish to make is that these identifications give us a useful way to interpret things. For example, instead of interpreting $textrm{SU}(2)$ as boring old matrices that you say "meh" to you now have a geometric understanding of what $textrm{SU}(2)$. You can think about each matrix as being a point on the sphere $S^3$ in 4-space! How rad is that?
On the other hand when you say $Bbb{R}^4$ has now basis elements consisting of ${1,hat{i},hat{j},hat{k}}$, you have given $Bbb{R}^4$ a multiplication structure and it becomes not just an $Bbb{R}$ - module but a module over itself.
$endgroup$
$begingroup$
Yes ,the question is the basic of the real-number matrix form of quaternions which is I really want to know next step.
$endgroup$
– NFDream
Aug 10 '12 at 4:46
$begingroup$
@NFDream What do you mean by next step? Can you elaborate a bit more? Would you like me to put more details in my answer above?
$endgroup$
– user38268
Aug 10 '12 at 7:24
$begingroup$
Actually I ask this question because I want to know how to get the real-number matrix form of quaternions, thanks.
$endgroup$
– NFDream
Aug 12 '12 at 8:38
add a comment |
$begingroup$
Since you put the tag quaternions, let me say a bit more about performing identifications like that:
Recall the quaternions $mathcal{Q}$ is the group consisting of elements ${pm1, pm hat{i}, pm hat{j}, pm hat{k}}$ equipped with multiplication that satisfies the rules according to the diagram
$$hat{i} rightarrow hat{j} rightarrow hat{k}.$$
Now what is more interesting is that you can let $mathcal{Q}$ become a four dimensional real vector space with basis ${1,hat{i},hat{j},hat{k}}$ equipped with an $Bbb{R}$ - bilinear multiplication map that satisfies the rules above. You can also define the norm of a quaternion $a + bhat{i} + chat{j} + dhat{k}$ as
$$||a + bhat{i} + chat{j} + dhat{k}|| = a^2 + b^2 + c^2 + d^2.$$
Now if you consider $mathcal{Q}^{times}$, the set of all unit quaternions you can identify $mathcal{Q}^{times}$ with $textrm{SU}(2)$ as a group and as a topological space. How do we do this identification? Well it's not very hard. Recall that
$$textrm{SU}(2) = left{ left(begin{array}{cc} a + bi & -c + di \ c + di & a-bi end{array}right) |hspace{3mm} a,b,c,d in Bbb{R}, hspace{3mm} a^2 + b^2 + c^2 + d^2 = 1 right}.$$
So you now make an ansatz (german for educated guess) that the identification we are going to make is via the map $f$ that sends a quaternion $a + bhat{i} + chat{j} + dhat{k}$ to the matrix $$left(begin{array}{cc} a + bi & -c + di \ c + di & a-bi end{array}right).$$
It is easy to see that $f$ is a well-defined group isomorphism by an algebra bash and it is also clear that $f$ is a homeomorphism. In summary, the point I wish to make is that these identifications give us a useful way to interpret things. For example, instead of interpreting $textrm{SU}(2)$ as boring old matrices that you say "meh" to you now have a geometric understanding of what $textrm{SU}(2)$. You can think about each matrix as being a point on the sphere $S^3$ in 4-space! How rad is that?
On the other hand when you say $Bbb{R}^4$ has now basis elements consisting of ${1,hat{i},hat{j},hat{k}}$, you have given $Bbb{R}^4$ a multiplication structure and it becomes not just an $Bbb{R}$ - module but a module over itself.
$endgroup$
Since you put the tag quaternions, let me say a bit more about performing identifications like that:
Recall the quaternions $mathcal{Q}$ is the group consisting of elements ${pm1, pm hat{i}, pm hat{j}, pm hat{k}}$ equipped with multiplication that satisfies the rules according to the diagram
$$hat{i} rightarrow hat{j} rightarrow hat{k}.$$
Now what is more interesting is that you can let $mathcal{Q}$ become a four dimensional real vector space with basis ${1,hat{i},hat{j},hat{k}}$ equipped with an $Bbb{R}$ - bilinear multiplication map that satisfies the rules above. You can also define the norm of a quaternion $a + bhat{i} + chat{j} + dhat{k}$ as
$$||a + bhat{i} + chat{j} + dhat{k}|| = a^2 + b^2 + c^2 + d^2.$$
Now if you consider $mathcal{Q}^{times}$, the set of all unit quaternions you can identify $mathcal{Q}^{times}$ with $textrm{SU}(2)$ as a group and as a topological space. How do we do this identification? Well it's not very hard. Recall that
$$textrm{SU}(2) = left{ left(begin{array}{cc} a + bi & -c + di \ c + di & a-bi end{array}right) |hspace{3mm} a,b,c,d in Bbb{R}, hspace{3mm} a^2 + b^2 + c^2 + d^2 = 1 right}.$$
So you now make an ansatz (german for educated guess) that the identification we are going to make is via the map $f$ that sends a quaternion $a + bhat{i} + chat{j} + dhat{k}$ to the matrix $$left(begin{array}{cc} a + bi & -c + di \ c + di & a-bi end{array}right).$$
It is easy to see that $f$ is a well-defined group isomorphism by an algebra bash and it is also clear that $f$ is a homeomorphism. In summary, the point I wish to make is that these identifications give us a useful way to interpret things. For example, instead of interpreting $textrm{SU}(2)$ as boring old matrices that you say "meh" to you now have a geometric understanding of what $textrm{SU}(2)$. You can think about each matrix as being a point on the sphere $S^3$ in 4-space! How rad is that?
On the other hand when you say $Bbb{R}^4$ has now basis elements consisting of ${1,hat{i},hat{j},hat{k}}$, you have given $Bbb{R}^4$ a multiplication structure and it becomes not just an $Bbb{R}$ - module but a module over itself.
answered Aug 10 '12 at 0:26
user38268
$begingroup$
Yes ,the question is the basic of the real-number matrix form of quaternions which is I really want to know next step.
$endgroup$
– NFDream
Aug 10 '12 at 4:46
$begingroup$
@NFDream What do you mean by next step? Can you elaborate a bit more? Would you like me to put more details in my answer above?
$endgroup$
– user38268
Aug 10 '12 at 7:24
$begingroup$
Actually I ask this question because I want to know how to get the real-number matrix form of quaternions, thanks.
$endgroup$
– NFDream
Aug 12 '12 at 8:38
add a comment |
$begingroup$
Yes ,the question is the basic of the real-number matrix form of quaternions which is I really want to know next step.
$endgroup$
– NFDream
Aug 10 '12 at 4:46
$begingroup$
@NFDream What do you mean by next step? Can you elaborate a bit more? Would you like me to put more details in my answer above?
$endgroup$
– user38268
Aug 10 '12 at 7:24
$begingroup$
Actually I ask this question because I want to know how to get the real-number matrix form of quaternions, thanks.
$endgroup$
– NFDream
Aug 12 '12 at 8:38
$begingroup$
Yes ,the question is the basic of the real-number matrix form of quaternions which is I really want to know next step.
$endgroup$
– NFDream
Aug 10 '12 at 4:46
$begingroup$
Yes ,the question is the basic of the real-number matrix form of quaternions which is I really want to know next step.
$endgroup$
– NFDream
Aug 10 '12 at 4:46
$begingroup$
@NFDream What do you mean by next step? Can you elaborate a bit more? Would you like me to put more details in my answer above?
$endgroup$
– user38268
Aug 10 '12 at 7:24
$begingroup$
@NFDream What do you mean by next step? Can you elaborate a bit more? Would you like me to put more details in my answer above?
$endgroup$
– user38268
Aug 10 '12 at 7:24
$begingroup$
Actually I ask this question because I want to know how to get the real-number matrix form of quaternions, thanks.
$endgroup$
– NFDream
Aug 12 '12 at 8:38
$begingroup$
Actually I ask this question because I want to know how to get the real-number matrix form of quaternions, thanks.
$endgroup$
– NFDream
Aug 12 '12 at 8:38
add a comment |
12
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Hint: $mathbb{C}$ is a 2 dimensional vector space of $mathbb{R}$. Take ${1,i}$ as a basis for $mathbb{C}$ over $mathbb{R}$. Multiplication by a complex number $a+bi$ is a linear operator. How does the matrix representing it look like?
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– user3533
Aug 9 '12 at 22:23
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Here a very nice article by Rod Carvalho: Representing complex numbers as 2×2 matrices
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– Salech Rubenstein
Aug 9 '12 at 22:44
1
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I can't see the article linked. Is it just me?
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– James S. Cook
Aug 4 '14 at 4:54
1
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Me neither. How can we do?
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– Joe
May 3 '15 at 22:45
1
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@SalechAlhasov Your link leads merely to a login page. Maybe you can post a new link?
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– Rudy the Reindeer
Aug 19 '15 at 3:30