In mathematical physics and mathematics, the Pauli matrices are a set of three 2 × 2 complex matrices which are Hermitian and unitary. Usually indicated by the Greek letter sigma (σ), they are occasionally denoted by tau (τ) when used in connection with isospin symmetries.
These matrices are named after the physicist Wolfgang Pauli. In quantum mechanics, they occur in the Pauli equation which takes into account the interaction of the spin of a particle with an external electromagnetic field.
Each Pauli matrix is Hermitian, and together with the identity matrix I (sometimes considered as the zeroth Pauli matrix σ0), the Pauli matrices form a basis for the real vector space of 2 × 2 Hermitian matrices.
This means that any 2 × 2 Hermitian matrix can be written in a unique way as a linear combination of Pauli matrices, with all coefficients being real numbers.
Hermitian operators represent observables in quantum mechanics, so the Pauli matrices span the space of observables of the 2-dimensional complex Hilbert space. In the context of Pauli's work, σk represents the observable corresponding to spin along the kth coordinate axis in three-dimensional Euclidean space R3.
The Pauli matrices (after multiplication by i to make them anti-Hermitian) also generate transformations in the sense of Lie algebras: the matrices iσ1, iσ2, iσ3 form a basis for the real Lie algebra
s
u
(
2
)
{\displaystyle {\mathfrak {su}}(2)}
, which exponentiates to the special unitary group SU(2). The algebra generated by the three matrices σ1, σ2, σ3 is isomorphic to the Clifford algebra of R3, and the (unital associative) algebra generated by iσ1, iσ2, iσ3 is isomorphic to that of quaternions.
Homework Statement
Find h so that:
-8x + -7y = 7
16x + hy = 14
has infinitely many solutions (solve this exercise with matrices).
Homework Equations
-
The Attempt at a Solution
I converted the system to matrix form, but when I try to convert it to echelon form, I get the...
Hi,
The following equations are from linear regression model notes but there is an aspect of the matrix algebra I do not get.
I have, \mathbf{y} and \tilde{\beta} are a mx1 vectors, and \mathbf{X} is a mxn matrix.
I understand the equation...
Trying to make sense of the following relation:
\sum log d_{j} = tr log(D)
with D being a diagonalized matrix.
Seems to imply the log of a diagonal matrix is the log of each element along the diagonal.
Having a hard time convincing myself that is true, though
The commutator of two operators A and B, which measures the degree of incompatibility between A and B, is AB - BA (at least according to one textbook I have). But multiplying/substracting matrices just yields matrices! (http://en.wikipedia.org/wiki/Matrix_multiplication).
So firstly, how can a...
I am trying to prove that for any two vectors x,y in ##ℂ^{n}## the product ## \langle x,y \rangle = xAy^{*} ## is an inner product where ##A## is an ##n \times n## Hermitian matrix.
This is actually a generalized problem I created out of a simpler textbook problem so I am not even sure if this...
Suppose that ##A## is a diagonalizable ## n \times n ## matrix. Then it is similar to a diagonal matrix ##B##. My question is, is ##B## the only diagonal matrix to which ##A## is similar?
I have thought about this, but am unsure if my answer is correct. My claim is that ##B## is the only...
Homework Statement
If A is positive definite, show that ## A = C C^T ## where ## C ## has orthogonal columns.
The Attempt at a Solution
So, I've got the first part figured out. Because ## A ## is symmetric, an orthogonal matrix ## P ## exists such that ## P^TA P = D =...
Homework Statement
Express the product
where σy and σz are the other two Pauli matrices defined above.
Homework Equations
The Attempt at a Solution
I'm not sure if this is a trick question, because right away both exponentials combine to give 1, where the result is...
Hi, I think I need a sanity check, because I've been working on this for a while and I can't see what I'm doing wrong!
According to several authors, including Sakurai (Modern QM eq 3.3.21), a general way to write an operator from SU(2) is...
Hello,
I have the following matrix of matrices
\mathbf{H}=\begin{array}{cc}\mathbf{A}&\mathbf{B}\\\mathbf{B}^H&\mathbf{A}\end{array}
where each element is a square matrix, A is a diagonal matrix of real numbers, whereas B is not (necessarily), and the superscript H means conjugate transpose...
Suppose ##A## is a ## n \times n## matrix.
Define the set ## V = \{ B | AB = BA, B \in M_{n \times n}( \mathbb{F}) \} ##
I know that ##V## is a subspace of ##M_{n \times n}( \mathbb{F}) ## but how might I go about finding the dimension of ##V##? Is this even possible? It seems like an...
I have two real symmetric matrices A and B with the following additional properties. I would like to know how the eigenvalues of the product AB, is related to those of A and B? In particular what is \mathrm{trace}(AB)?
A contains only 0s on its diagonal. Off diagonal terms are either 0 or...
If two matrices are similar, it can be proved that their determinants are equal. What about the converse? I don't think it is true, but could someone help me cook up a counterexample? How does one prove that two matrices are not similar?
Thanks!
BiP
If I have two square nonnegative primitive matrices where the Perron-Frobenius Theorem applies how would I calculate lim (A^k)(B^k) as k approaches infinity.
I am having trouble getting the kraus matrices(E_k)) from a unitary matrix. This task is trivial if one uses dirac notation. But supposing I was coding, I can't put in bras and kets in my code so I need a systematic way of getting kraus matrices from a unitary matrix(merely using matrices). So...
I'm confused about encoding matrices.
In my textbook, the encoding matrix H was given as the matrix such that
if U is a codeword then HUT is the zero vector.
In this case, the number of columns in H would be the length of the codeword.
But in another explanation, I read that an encoding matrix...
Is there a way without using the algorithm to find A-1 of a square matrix greater than 2x2?
The question we are given in the books is:
[-25 -9 -27]
[536 185 537]
[154 52 143]
We are asked to find A-1 of the second and third column without computing the first column.
(Sorry...
Hi everyone,
I'm trying to find a general rule that expresses the product of two rotation matrices as a new matrix.
I'm adopting the topological model of the rotation group, so any rotation which is specified by an angle \phi and an axis \hat{n} is written R(\hat{n}\phi)= R(\vec{\phi})...
Should the right answer to this question(below) be 14 and not 31? because
A_{ij}^{k} means number of paths from i to j of length K. So A_{12}^{8} = 14
We then represent the graph as indcidence matrices and go from there on:
A = { {0,1,0,0}, {1,0,1,0}, {1,1,0,1}, {1,0,0,0} }
A[itex]^{8} = {...
Homework Statement
A proof of equality between two traces of products of gamma matrices.
Tr(\gamma^\mu (1_4-\gamma^5) A (1_4-\gamma^5) \gamma^\nu) = 2Tr(\gamma^\mu A (1_4-\gamma^5) \gamma^\nu)
Where no special property of A is given, so we must assume it is just a random 4x4 matrix.
1_4...
Let A be the set of n \times n matrices. Then the identity element of this set under matrix multiplication is the identity matrix and it is unique. The proof follows from the monoidal properties of multiplication of square matrices.
But if the matrix is not square, the left and right...
Homework Statement
(1 1)^n = (1 n)
(0 1) (0 1)
Prove this through mathematical induction.
Homework EquationsThe Attempt at a Solution
I've replaced n with 1, so I've done that far.
Then I said k = n.
Then replaced all n with (k+1).
I'm really stuck...
Homework Statement
My instructor wants to know if there are finite or infinite amount of solutions
Homework Equations
Matrix Multiplication
The Attempt at a Solution
I pretty much turned A into a 3x3 matrix like this...
| A11 A12 A13 |
| A21 A22 A23 |
| A31 A32 A33 |
and...
How do we go about finding the transformation that was used to go from one matrix to another ( provided of course that the two are linked by a transformation) in general if all we have is two matrices.
Does anyone know where I can find or how I can compute (without checking all 512) the 8 diagonalizable 3x3 matrices over GF(2)? GF(2) means the entries are 0's and 1's. I'm working on some graph polynomial research and to check out a formula I'm working with I would have to take a sum over these...
Homework Statement
See attached link
The Attempt at a Solution
I would have write my work out here, but I have not managed to display matrices next to each other yet.
My problem is putting it into matrix form. The form I have is shown in the below attachement. The matrix I get for...
I just had my last Linear Algebra class, and I didn't get a chance to ask the one question that has been bugging me ever since we started in earnest with matrices.
Why aren't there cube matrices? I mean, mathematical entities where numbers are 'laid out' in 3d not in 2d (not quite...
Homework Statement
Let A be an 8x8 Boolean matrix. If the sum of A = 51, prove there is a row and a column such that when the total of the entries in the row and column are added, their sum is greater than 13.
The Attempt at a Solution
I considered a selection of one row and one column...
Show that all hermitian 2x2 matrices with trace 0 are elements of three dimensional vector space in \mathbb{R}, which basis vectors are Pauli spin matrices.
Any clues on how to begin? :/
Hello MHB,
Calculate A^{17} where .
Progress,
I have multiplicate without adding them together to see a pattern and I can se at A^{17} on that matrice where it's 6's it will be 6^{17} and rest I can't se any pattern those riight side of the triangle, cause the left will be zero
Regards,
I'm trying to rotate a point about the origin (0,0,0) and starting with an identity matrix, this works fine for the x- and y-rotation axes, but fails with the z-axis, where the point just sits in place.
\begin{bmatrix}
1 & 0 & 0 \\
0 & 1 & 0 \\
0 & 0 & 1
\end{bmatrix}
M_{ID}
\times
M_Z...
Homework Statement
Suppose A and B are n × n matrices. Show that range(AB) ⊆ range(A)
Homework Equations
The Attempt at a Solution
I think I need to show AB is a linear combination of the columns of A, but I'm not sure how to show this in general.
Fair to say there are "twice" as many square matrices as rectangular?
Is it fair to say that there are at least twice as many square matrices as there are rectangular?
I was thinking something like this...
Let R be a rectangular matrix with m rows and n columns, and suppose either m < n...
I've been watching the OCW Linear Algebra course and I have a textbook, and I came across something that I think is fascinating: The Invertible Matrix Theorem. I've seen some proofs and I find that a lot of the statements are linked in different orders and sometimes the author will site one tiny...
Hi,
First let's say you have an input vector and an output vector describing states. Let us use a binary number system, it doesn't really matter for mathematics.
Say, I have an input vector V, components v_i. Now I would like to have an output vector W which can be of other dimension. The...
In almost all the books on field theory I've seen, the authors list out the different types of quantities you can construct from the Dirac spinors and the gamma matrices, but I'm confused by how these work. For instance, if $$\overline\psi\gamma^5\psi$$ is a pseudoscalar, how can...
Homework Statement
Supposing P is a permutation matrix, I have to show that PT(I+P) = (I+P)T. Is there any general form of a permutation matrix I should use here as permutation matrices of a dimension can come in various forms.
Homework Equations
The Attempt at a Solution
I did...
Homework Statement
The problem:
Attached as TheProblem.jpg.
Solution:
Homework Equations
xT A x
The Attempt at a Solution
I computed the product and got 9x22 + 4 x1x1 + 4x12.
I'm thinking that I might need to show that that obtained polynomial must be below zero since we want...
Question
a) For each of the following matrices explain why the matrix is not invertible.
i)[2,0,0_0,0,0_9,3,0]
ii)[3,4,-6_7,2,1_-6,-812]
iii)[5,-2,15_1,-4,3_2,1,6]
b) Suppose A is an n×n matrix with the property that the equation Ax = 0 has only the trivial
solution. Without using the...
Hello everyone,
I’d like to find the following range equalities:
Considering the following:
A=B+C \\
A=B.C^T \\
A=[ B^T C^T ]^T
I would like to find the function f for each equality above.
.\\
dim( R(A) ) = f( R(B) , R(C) )\\
Considere that all matrices have compatible...
Let W1 = {A\in MnXn(R)| A = AT} and W2 = {A\in MnXn(R)| A = -AT}
Show that MnXn = W1 (+) W2
where the definition of direct sum is:
V is the direct sum of W1 and W2 in symbols:
V = W1 (+) W2 if:
V = W1 + W2 and
W1 \cap W2 = {0}
Attempt:
I figure I have to show each...
It's my understanding that there is a direct correspondence between Schrodinger's wave equation and Heisenberg's matrix representations. I've always wanted to understand this equivalence but never really took the time to look into it.
I'm just now getting back into re-learning Matrix or...
Here is the question:
Here is a link to the question:
Question on Similar Matrices? - Yahoo! Answers
I have posted a link there to this topic so the OP can find my response.
I'm learning about Matrix Theory/Linear Algebra and I find this to be pretty interesting in comparison to any other math (calc) I've learned so far. Do matrices get used much in physics?
Homework Statement
What are the characteristics of a matrix that commutes with a matrix of ones?
Homework Equations
None.
The Attempt at a Solution
I'm helping a buddy with his homework and I can't figure out this problem.