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.
In Jordan, Gauss-Jordan and Laplace it's necessary to miltiply a line by a constant, add the result to other line in order to obtain 'zeros' (to facilitate the process while using Laplace) or to obtain a identity matrix (Jordan and Gauss-Jordan).
I take TOO long while doing this and sometimes...
I'm trying to figure out how to multiply and add square (3 X 3) matrices with Perl (without PDL) in which each matrix is in a separate file, but I haven't been making any progress. I'm a Perl beginner, so does anyone have any suggestions for examples/resources that may help me?
Thanks.
Can anyone explain to a year 11 student what a dominant matrix is exactly?
my textbook is not making much sense, i understand basic matricies and how you times them and rearange equations.
Thank you so much(Happy)
1. The question
Let V be a vector space with the ordered basis β={v1, v2,...,vn}. Define v0=0. Then there exists a linear transformation T:V→V such that T(vj) = vj+vj-1 for j=1,2,...,n. Compute [T]β.
Homework Equations
[T]γβ = (aij), 1≤i≤m, 1≤j≤n (where m is dimension of γ and n is the...
Homework Statement
The problem is I am unable to understand the proof. I understand how it is done but I do not know how it is related to the theorem. It is probably because I am unable to understand the notation of matrices, the one involving k.
It is given that
I=δ_ij
= 1 0 0...0...
I realize that Δ(s) is the cross product of the matrix on the left, but how did the solutions manual get the matrix on the far right multiplied by R_1(s) and R_2(s)? I need those matrix values to do the rest of the problem. Any help is appreciated, thank you.
Homework Statement
One of the questions on my Algebra assignment is as follows.
I don't need the answers, but need to understand how the helicopter takes its coordinates. I really don't understand the question itself, not the material.
An air traffic control tower Q records the location of...
Hi,
Does anyone know how to prove that two commutative Hermitian matrices can always have the same set of eigenvectors?
i.e.
AB - BA=0
A and B are both Hermitian matrices, how to prove A and B have the same set of eigenvectors?
Thanks!
Homework Statement
Is U = {A| A \in nℝn, A is invertible} a subspace of nℝn, the space of all nxn matrices?
The Attempt at a Solution
This is easy to prove if you assume the regular operations of vector addition and scalar multiplication. Then the Identity matrix is in the set but 0*I and...
Homework Statement
Suppose we know that a linear system Ax = b has a unique solution. What can we say about the solutions of the linear system Ax = 0?
a) It has the same solution.
b) The solution to Ax = b is also a solution to Ax=0, but there may be other solutions.
c) Ax = 0 has a...
Homework Statement
If A2 is a zero matrix, find all symmetric 2x2 nilpotent matrices.
Homework Equations
The Attempt at a Solution
So if A2 is nilpotent, then
[a,b;c,d]*[a,b;c,d] is equal to [0,0;0,0].
Since A is symmetric, b=c. Multiplying the two matrices, I get
[ aa...
Hi,
I am trying to find stationary points of the function f(x)=(xtAx)/(xtx) (the division of x transpose times A times x divided by x transpose x) where A is a px1 symmetric matrix. I need to take the derivative of this to show that when i set it to zero i get the eigenvectors of A. I know how...
Simple Matrices proof using Mathematica help!
Homework Statement
Hey guys, I'm trying to prove that
(AB)-1 = B-1 A-1
and also the one that looks the same but is with transpose of the matrices
making A and B arbitrary 3x3 matrices. I made
A = {{a_1,a_2,a_3}...}
B =...
Homework Statement
Assuming that all matrices, A, B, C, and D, are n x n and invertible, solve for D.
C^{T}B^{-1}A^{2}BAC^{-1}DA^{-2}B^{T}C^{-2}=C^{T}
Homework Equations
C^{T}B^{-1}A^{2}BAC^{-1}DA^{-2}B^{T}C^{-2}=C^{T}
The Attempt at a Solution
I must have missed something in...
I am a sophomore majoring in Chemical Engineering. I have checked my classes requirement and seen that Chem E major doesn't need Matrices math or Quantum physics. I am wondering how so? And also, I am currently have 2 credits free for Spring semester. I am wondering should I study...
I am a bit confused about the page that I attached...
I don't understand part (ii)...
How can you compute X[T]X? So why is T(v_1)=v_2 and T(v_2)=av_1 + bv_2?
Thanks in advance...
Hi. Define a linear mapping F: M2-->M2 by F(X)=AX-XA for a matrix A, and find a basis for the nullspace and the vectorspace(not sure if this is the term in english). Then I want to show that dim N(F)=dim V(F)=2 for all A, A≠λI, for some real λ. F(A)=F(E)=0, so A and E belongs to the nullspace...
(I am not sure if this is the right section for this).
This question probably is extremely trivial and silly, but I haven't been able to find the answer to it despite going through quite a bit of The Internet.
So, it appears that each Quantum Logic Gate corresponds to a matrix. Ones that...
Let T : R2 -> R2 and S : R2 -> R2 be linear transformations defined by:
T(x; y) = (5x + y ; 2x + 2y) and S(x; y) = (3x + 2y ; x):
(i). Find the image of the line 2x + 3y = 5 under T.
(ii). Find the natural matrices of the linear transformations T o S
and T^-1
Sorry, I haven't done...
Homework Statement
Show that if A, B and A + B are all invertible and the same size
then A(A-1 + B-1)B(A + B)-1 = I
And what does the result say about A-1 + B-1
The Attempt at a Solution
I start off by trying to reduce the LHS as much as I can so I multiply both sides on the right by...
If A and B are similar matrices, show that A has an inverse IFF B is invertible.
A=P^-1 * B * P
Where P is an invertible matrix.
(A)^-1 = (P^-1 * B * P)^-1
A^-1 = P^-1 * B^-1 * P
Does this show what the question wanted?
Homework Statement
If A≥0 and Ak>0 for some k≥1, show that A has a positive eigenvector.
Homework Equations
The Attempt at a Solution
A is nxn
Well from a previous problem we know that the spectral radius ρ(A)>0
We also know that if A≥0, then ρ(A) is an eigenvalue of A and...
I have one more question, I have two matrices A and B, both squared and with the same order. And I have a scalar, a not equal to zero.
why are these statements not correct ?
1. If A and B are invertible, then
a\cdot (B^{-1}A^{-1}B)^{^{t}}
is not necessarily invertible
2. If A and B are...
I now know that inverses are only defined for square matrices. My question is: is this because inverses for non-square matrices do not exist, i.e. there is no (m by n) matrix A for which there exists an (n by m) matrix B such that both AB = I and BA = I is true?
Or is it just done for...
Homework Statement
Write down a basis for the space of nxn symmetric matrices.
The Attempt at a Solution
I just need to know what the notation for this sort of thing is. I understand what the basis looks like, and I was even able to calculate that it would have dimension...
Homework Statement
Find the rank off matrices?
i)A=[2 0 9 2; 1 4 6 0; 3 5 7 1 ] 3X4
ii)A=[3 1 4; 0 5 8; -3 4 4; 1 2 4;] 4X3
Find Eigen Vectors and Values of A;
A = [3 2 4; 2 0 2; 4 2 3 ]
Homework Equations
-when det(A) is not equal to zero it will the rank of matrices...
Homework Statement
I have read the following text in a textbook(look the attaxhement) ,and i have a
simple question .WHY every 2x2 hermitian matrix would have to satisfy this Equation.It is not obvious to me why.Does anyone know the answer?
The textbook stops there without giving any...
Normal Matrices Examples (URGENT)
I need to produce 2 x 2 normal matrices A and B such that A + B is not normal. I have proven that AB is normal if AB = BA using the Householder matrix form. But I can't find a form for A + B failing to be normal.
A matrix A with entries a, b, c, d is going...
Have data that is coming from Matlab and want to read it into Fortran. Simple example of what I have:
PROGRAM file_read
IMPLICIT NONE
REAL, ALLOCATABLE :: read_matrix(:,:)
INTEGER :: i,j
OPEN(1,FILE = 'data_wanted.prn', ACTION = 'READ', STATUS = 'OLD')
do i = 1,50
do j = 1,25
READ(1,*)...
Homework Statement
Find (X * Y-1)T - (Y * X-1)T
When X = [3 5]
.....[1 2]
and Y = [3 4]
...[2 3]
Homework Equations
Inverse= 1/ad-bc [d -b]
......[-c a]
The Attempt at a Solution
I got:
[9 -6 ]
[14 -9]
But the answer is:
[-3 -2]
[6 3]I did the problem twice and got the same answer so I...
Ignore post, I found a counterexample to (2).
I'm studying for an upcoming exam, and I'm a bit confused about how to go about proving or disproving the statement (2).
1.) Products of diagonalizable matrices are never diagonalizable.
I figured false and my counterexample is really just the...
Homework Statement
Let ej denote the jth unit column that contains a 1 in the jth
position and zeros everywhere else. For a general matrix An×n, describe the following products. (a) Aej (c) eTiAej?
Homework Equations
Rows and Columns of a Product
Suppose that A = [aij] is m × p and B =...
I am curious about under what conditions the powers of a square matrix can equal the identity matrix.
Suppose that A is a square matrix so that A^{2} = I
At first I conjectured that A is also an identity matrix, but I found a counterexample to this.
I noticed that the counterexample...
Hello,
Would it be correct to say that if for every two different vectors x and y, A*x ≠ A*y (where A is a symmetrical matrix), then A is NOT necessarily invertible? In other words, albeit for any two different vectors x and y symmetrical matrix A times one of the vectors is not equal to A...
How can I turn a 5x5 matrix into a 4x4? I really cannot remember and I need to do it in a coursework I am doing :/ I have a handout on how to do 4x4 into 3x3 but the handout is very confusing.
Hi,
I have a bunch of closed differential equations that I want to solve. The variables of the DEs are 2x2 matrices. So, I want to enter some 2x2 matrices of variables and then use NDSolve to get the solution.
How should I define a 2x2 matrix with four variables inside it? I tried...
Homework Statement
Let A and B be two square matrices of order n such that AB = A and BA = B. Then, what is the value of [(A + B)t]2?
Homework Equations
The Attempt at a Solution
[(A + B)t]2 = AtAt + AtBt + BtAt + BtBt.
I tried to use the fact that AB = A and BA = B to keep...
As part of a larger problem involving classifying intertwining operators of two group representations, I came across the following question: If X is an n \times n diagonal matrix with n distinct non-zero eigenvalues, then exactly which n \times n matrices A satisfy the following equality...
I am trying to investigate the statistical variance of the eigenvalues of sample covariance matrices using Matlab. To clarify, each sample covariance matrix, \hat{\mathbb{R}}_{nn}, is constructed from a finite number, N, of vector snapshots, each sized (L_{vec} \times 1) (afflicted with random...
Homework Statement
Consider the network of streets with intersections a,b,c,d and e below. The arrows indicate the direction of traffic flow along the oneway streets, and the numbers refer to the exact number of cars observed to enter or leave a,b,c,d and e during one minute. Each xi denotes...
Homework Statement
I have a 4x4 matrix V composed of complex numbers. I also have a 1x4 matrix S. The question asks to solve for c in S = Vc
Homework Equations
I learned that c = <V, S>/||V||^2, or c= (1/a)*<V, S> where "a" is the value of the entries on the main diagonal of the...