What is Matrices: Definition and 1000 Discussions

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.

View More On Wikipedia.org
  1. S

    Matrices and linear transformations.

    This thread is posted to examine the proposition that all matrices define linear transformations. But what of the matrix equation? \left[ {\begin{array}{*{20}{c}} 0 & 1 & 0 \\ \end{array}} \right]\left[ {\begin{array}{*{20}{c}} {blue} \\ {red} \\ {green} \\...
  2. P

    Multiplying matrices with unknowns

    |1 | |4| |0 | |5| |1| |6 | A|-1 |= |5| ' A |-1|= |3| and A |1|= |8 | |0 | |0| | 1| |5| |1| |11| The first question is, determine the dimensions of A. So I can tell it is a 3x3 Then I'm asked to determine the columns of A, I'm not sure about...
  3. O

    How to construct gamma matrices with two lower spinor indices for any dimension?

    Generally, Gamma matrices with one lower and one upper indices could be constructed based on the Clifford algebra. \begin{equation} \gamma^{i}\gamma^{j}+\gamma^{j}\gamma^{i}=2h^{ij}, \end{equation} My question is how to generally construct gamma matrices with two lower indices. There...
  4. A

    Why incidence and adjacency matrices (graph theory)h

    My book introduces the concept of adjacency and incidence matrices but I don't understand its use. Normally we shift from mathematical symbols and representation to graphical interpretation like in Cartesian graphs - to visualize functions better we draw them on a graph. But here we are doing...
  5. C

    Proving matrices are subspaces

    Hi, I was wondering if someone could check my work for this linear algebra problem. I have attached the problem statement in the file "problem" and my work in the file "work." I would type out my work on here, but I couldn't figure out how to put matrices in a post so I just took a pic of my...
  6. B

    Matrices Formula for 10 by 10 Matrices

    I'm looking for a determinant formula for a 10 by 10 matrices in variable format.
  7. H

    Gamma matrices and how they operate

    Homework Statement Just a matter of convention (question) Homework Equations \gamma^0 = \begin{pmatrix} 1 & 0 & 0 & 0 \\0 & 1 & 0 & 0 \\0 & 0 & -1 & 0 \\0 & 0 & 0 & -1 \end{pmatrix} The Attempt at a Solution If then, \gamma^0 = \begin{pmatrix} 1 & 0 & 0 & 0 \\0 & 1 & 0 & 0...
  8. F

    Solving the Equation for Trace: Gamma Matrices Explained

    Homework Statement Solve the equation. What is it's trace?Homework Equations k γμ γ5 o γ\nu γ5 The Attempt at a Solution I don't think this is reduced enough. γμkμγ5γ\nuo\nuγ\nuγ5 trace: just got rid of gamma5 with anticommutation. -Tr[γμkμγ\nuo\nuγ\nu]
  9. H

    How do I expand gamma matrices without adding a unity matrix?

    \pi = \frac{\partial \mathcal{L}}{\partial \dot{q}} = i \hbar \gamma^0 How do I expand i\hbar \gamma^0 the matrix in this term, I am a bit lost. All the help would be appreciated!
  10. C

    Proving Invertible Matrices: A and B are n × n Matrices

    Let A and B be n × n matrices. a. Show that if A is invertible and AB = 0, then B = 0. If A is invertible, it can be reduced to the I matrix. Thus IB=0 (this is the part where I'm hesitant, can I say that IB=0?) Thus B=0 since I≠0
  11. H

    Momentum term to be expanded in dirac gamma matrices

    Homework Statement I need help to expand some matrices Homework Equations \pi = \frac{\partial \mathcal{L}}{\partial \dot{q}} = i \hbar \gamma^0 The Attempt at a Solution How do I expand i\hbar \gamma^0 the matrix in this term, I am a bit lost. All the help would be...
  12. L

    Proving that the product of two full-rank matrices is full-rank

    Say I have a mxn matrix A and a nxk matrix B. How do you prove that the matrix C = AB is full-rank, as well?
  13. T

    Why Does Solving Matrices Lead to Incorrect Variable Identification?

    I have figured out the answer to the question, but I have no idea why and how it works. I have attached a copy of the question. I do apologize I am still having trouble putting into latex, I can install some but not all, so bare with me. So if I multiple out the matrices I get \chi2 +...
  14. L

    Proving an Identity Involving Gamma Matrices: Help Needed

    Can anyone help me in proving the following identity: (\gamma ^{\mu} )^T = \gamma ^0 \gamma ^{\mu} \gamma ^0 I understand that one can proceed by proving it say in standard representation and then proving that it's invariant under unitary transformations. this last thing is the one...
  15. C

    Proof of traceless gamma matrices

    Hi I'm trying to figure out the proof of why the gamma matrices are traceless. I found a proof at wikipedia under 'trace identities' here http://en.wikipedia.org/wiki/Gamma_matrices (it's the 0'th identity) and from the clifford algebra relation \{\gamma^\mu, \gamma^\nu\} = 2\eta^{\mu \nu}...
  16. C

    Imaginary eigenvalues of gamma matrices

    Hi! I'm reading David Tong's notes on QFT and I'm now reading on the chapter on the dirac equation http://www.damtp.cam.ac.uk/user/tong/qft/four.pdf and I stumbled across a statement where he claims that (\gamma^0)^2 = 1 \ \ \Rightarrow \text{real eigenvalues} while (\gamma^i)^2 = -1 \...
  17. T

    Nilpotent Matrices: Show Jordan Form w/Linear Independence

    Homework Statement Suppose that N is a nilpotent mxm matrix, N^{m}=0, but N^{m'}\neq0 for m'<m. Show that there exists a basis in which it takes the form of a single Jordan block with vanishing diagonal elements. Prove that your basis set is linearly independent. Homework Equations...
  18. P

    Question about projection matrices

    Hello, I am looking at some code which creates a projection matrix and I can verify that it is indeed correct as P^2 = P. The way they do is as follows: There is a 4x4 matrix which is an affine map between two coordinate systems (takes one from image space to world space). It is a...
  19. T

    Determinants and inverses of matrices

    Homework Statement P=\begin{pmatrix}3 & -1\\ 2 & 4 \end{pmatrix} Q=\begin{pmatrix}4 & -1\\ -2 & 1 \end{pmatrix} R=\begin{pmatrix}3 & -3\\ 2 & 4 \end{pmatrix} S=\begin{pmatrix}4 & 7\\ 9 & 1 \end{pmatrix} PX = Q QY = R RZ = S Find Matrices X, Y, and Z. Homework...
  20. W

    Working with million by million matrices?

    Hi, Is anyone here working with (sparse) matrices of size million by million? If so, I would like to know what software you use and any special techniques employed. PS: I am currently working a project where I need to find eigen value of huge matrices. The best I have been able to do so far...
  21. P

    Linear algebra-2x2 RREF matrices

    Homework Statement Give examples to describe all 2 × 2 reduced row echelon matrices The Attempt at a Solution Not sure how to type matrices on here. I came up with 5 different ones: 0 0 0 0 1 0 0 1 0 1 0 0 1 0 0 0 1 1 0 0 Are there any I'm missing? i...
  22. M

    Transforming between square matrices of different order

    I have two known square matrices A and B of different order. Is there any way of constructing a transformation - e.g. a transformation matrix C - that transforms A to B? And, in that case, how do I determine C? Would it be something like this? AC = B Or maybe more general, how to determine...
  23. Y

    Kronecker product of infinite dimensional matrices

    Hi there, I was recently working with Kronecker product of matrices, and a question came up that I'm not sure how to answer. Is the matrix that represents a Kronecker product of two infinite dimensional matrices well defined? If yes, are some of the properties of the Kronecker product listed in...
  24. V

    What are the different number of matrices available for the following

    Greetings, I have a matrix of order 5 x 5 I would like to replace the 2 elements in column 1 with 0's 1 elements in column 2 with 0's 4 elements in column 3 with 0's 3 elements in column 4 with 0's 2 elements in column 5 with 0's What are the different number of matrices...
  25. S

    Determinants of matrices greater than 3x3

    I am wondering how one would find a the determinant of a 4x4 or greater. This isn't an urgent question, just a curiosity.
  26. M

    What is the suitable representation of a linear operator of matrices?

    Hi there, As you know, we can represent a Linear vector operator as a matrix product, i.e., if T(u) = v, there is a matrix A that u = A.v. What about a linear operator of matrices. I have a T(X) = b where X belongs to R^n_1Xn_2 and b belongs to R^p. What is a suitable representation of...
  27. T

    Solving Linear Systems with Hermitian Matrices

    Homework Statement I can find my eigenvalues just fine, and they're both real, as expected. My first eigenvalue is -3, which I know is correct. I have the equations 5x+(3-i)y=0, (3+i)x+2y=0 Both of the equations come from my hermitian matrix, after I substituted λ=-3. Homework...
  28. C

    Find Eigenvalues/Determinant of Infinite Matrix

    If I had an infinite matrix \aleph_0 \times \aleph_0 could I find the eigenvalues or the Determinant of this matrix. I think some of these matrices would have a finite Determinant or it could be zero. Because i could add 1/2+1/4+1/8... but I would just need a matrix with the right entries...
  29. parazit

    Mathematica Mathematica:Matrix Multiplication of five 6x6 matrices

    Hi, I have five 6x6 matrices defined on mathematica with some unknowns and I need the final matrix let's say, mf. When I tried to find out mf with Dot[] command, it works but the result won't be so logic. On the other hand, when I tried to do this multiplication with . symbol, there exists a...
  30. M

    How is the algebra of quaternions isomorphic to the algebra of matrices?

    I just started learning about morphisms and I came across a problem that totally stumps me. Here goes: Show that the algebra of quaternions is isomorphic to the algebra of matrices of the form: \begin{pmatrix} \alpha & \beta \\ -\bar{\beta} & \bar{\alpha} \end{pmatrix} where α,β\inℂ...
  31. C

    Skew-symmetric matrices and subspaces

    Homework Statement Let W1 be the set of all nxn skew-symmetric matrices with entries from a field F. Assume F is not characteristic 2 and let W2 be a subspace of Mnxn(F) consisting of all nxn symmetric matrices. Prove the direct sum of W1 and W2 is Mnxn(F). Homework Equations The...
  32. A

    MHB Rank of the product of two matrices

    Hello Both of the below theorems are listed as properties 6 and 7 on the wikipedia page for the rank of a matrix. I want to prove the following, If A is an M by n matrix and B is a square matrix of rank n, then rank(AB) = rank(A). Apparently this is a corollary to the theorem If A...
  33. V

    MATLAB Generating covariance matrices as defined in MATLAB

    Hi, I'm fairly new to MATLAB and I was wondering if you guys could help me out. If I have an N*N matrix, C where the (k,l)-entry is defined as: http://a3.sphotos.ak.fbcdn.net/hphotos-ak-ash3/556394_10151031836051952_2120388553_n.jpg Where x_i is from an N-vector where x_i is normally...
  34. lpetrich

    Quark and Lepton Mass Matrices, Textures, Horizontal Symmetries

    Does anyone have any good introduction to theories of the quark and lepton mass matrices? Theories like textures and horizontal symmetry. My understanding of research into textures is that it often involves trying to make zero as many entries as possible in the mass matrices. Is that a fair...
  35. A

    Change of Basis (Matrices)

    Homework Statement https://dl.dropbox.com/u/4788304/Screen%20shot%202012-07-08%20at%2002.53.44.JPG This is the solution of Problem A.15 in Griffiths' Quantum Mechanics. Tx is the rotation matrix about x-axis for theta degrees; while Ty is the rotation matrix about y-axis for theta degrees...
  36. A

    Find all 2x2 matrices such that A=A^-1

    Homework Statement Find all 2x2 matrices such that A=A^-^1 (the inverse, just in case the notation is different) Homework Equations A= \begin{bmatrix} a & b \\ c & d \end{bmatrix} The Attempt at a Solution This is my second attempt at this question. The first time, I took a different...
  37. D

    Work on unit vector notation for matrices?

    I would like to inquire whether there has been any recent work on representing matrices in unit vector notation? Thanks in advance!
  38. manjuvenamma

    MATLAB MATLAB: sparse matrices in matlab anamoly?

    In MATLAB, Why is sparse(rand(4)) not same as sprand(4)? Is it not supposed to be? What is the reason? Please see the interaction in MATLAB pasted below. sprand(4) ans = (1,1) 0.8147 >> rand(4) ans = 0.9058 0.0975 0.9649 0.4854 0.1270 0.2785...
  39. O

    Diagonalizability of a matrix containing smaller diagonalizable matrices

    Please don't mind my math english, I'm really not used to it yet.. Given R\in M_n(F) and two matrices A\in M_{n1}(F) and D\in M_{n2}(F) where n1+n2=n R = \begin{pmatrix} A & B \\ 0 & D \end{pmatrix} Given A,D both diagonalizable (over F), and don't share any identical eigenvalues - Prove...
  40. O

    Diagonalizability of a matrix containing smaller diagonalizable matrices

    Given R\in M_n(F) and two matrices A\in M_{n1}(F) and D\in M_{n2}(F) where n1+n2=n R = \begin{pmatrix} A & B \\ 0 & D \end{pmatrix} Given A,D both diagonalizable (over F), and don't share any identical eigenvalues - show R is diagonalizable. I'm building eigenvectors for R, based on the...
  41. M

    Show orthogonal matrices are manifolds (Munkres Analysis on Manifolds)

    Homework Statement Let ##O(3)## denote the set of all orthogonal 3 by 3 matrices, considered as a subspace of ##\mathbb{R}^9##. (a) Define a ##C^\infty## ##f:\mathbb{R}^9 \rightarrow \mathbb{R}^6## such that ##O(3)## is the solution set of the equation ##f(x) = 0##. (b) Show that ##O(3)## is a...
  42. J

    Diagonalize Large Hermitian Matrices Efficiently?

    I am running a program that has to diagonalize large, complex Hermitian matrices (the largest they get is about 1000x1000). To diagonalize the matrix once isn't too bad, but I need to diagonalize thousands to millions of different Hermitian matrices each time I run a simulation. If I only need...
  43. S

    Matrices & Geometric Transformations

    Part c) I'm not quite sure what to do, I've found the det(U) is 2, but no idea what this actually shows to be honest, any help?
  44. C

    Linear Algebra: Rotation Matrix Qθ+φ

    Show that a rotation by θ followed by a rotation by φ can be expressed as either two consecutive rotations, or one rotation of (θ + φ). That is, show that Qθ Qφ = Qθ+φ, where Q is the rotation matrix. Can anyone answer this question I'm a beginner in Linear Algebra
  45. A

    Nilpotent / Diagonalizable matrices

    Hey guys I hope I'm in the right place... I have this question I've been trying to solve for too long: Let A be an nxn matrix, rankA=1 , and n>1 . Prove that A is either nilpotent or diagonalizable. My best attempt was: if A is not diagonalizable then det(A)=0 then there is a k>0 such that A^k...
  46. R

    Tapered, arched beam stiff mass matrices ?

    Hi all, Actually I'm supposed to run and find results in google search. But that doesn't give any useful information, retrieves some nomenclatures which deals with estimation of technique or deriving the stiffnesss mass matrices for 2D frame element. But I'm looking for 3D frame element with...
  47. D

    Row operations performed on two matrices

    if you perform row operations on a matrix A to convert it to the identity matrix and then use the same row operations and apply it to another matrix B, why is it that the end result of B^r does not depends on B's actual sequence
  48. S

    Understanding Matrices: Exploring the Solutions for det|P|

    For part b: Could anyone why it is + or - 3? I really don't understand why there would be two solutions as det|P| as it would just be the absolute value of P, meaning just +ve?
  49. A

    Jacobi method convergence for hpd matrices

    Homework Statement Let A be a squared, hermitian positive definite matrix. Let D denote the diagonal matrix composed of the diagonal elements of A, i.e. D = diag((A)11,(A)22,...(A)nn). Prove that if the Jacobi iterative method converges for A, then 2D - A must also be hermitian positive...
  50. J

    History of matrices and determinants?

    Do we know how we came up with the idea of matrices and determinants? How was the idea of solving linear equations using matrices and determiannts come up. I do not find it useful at all. Does anyone know a site which explains its history and usefulness?
Back
Top