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. J

    Discrimant and matrices

    Is possible to rewrite the quadratic, cubic and quartic determinant in terms of matrices and matrix operations (trace and determinant)? https://en.wikipedia.org/wiki/Discriminant_of_a_polynomial#Formulas_for_low_degrees
  2. P

    Representation of two relation matrices

    Homework Statement The Attempt at a Solution I know what relations are individually but what do I do to represent the composition of both? Is it some matrix operation? Would I multiply them, but instead of adding I use the boolean sum?
  3. A

    Fortran Finding Eigenvalues & Eigenvectors with Fortran99 for Sparse Matrices

    Hi everybody.. How can i use fortran99 to find the eigenvalues & eigenvectors of sparse matrices? Thanx :)
  4. A

    If A and B are invertible square matrices, there exists

    Homework Statement If A and B are invertible matrices over an algebraically closed field k , show there exists \lambda \in k such that det(\lambda A + B) = 0 .The Attempt at a Solution Can anyone agree with the following short proof? I tried looking online for a confirmation, but I wasn't...
  5. T

    Understanding Dirac notation - Product of ops. is product of matrices

    Homework Statement This makes intuitive sense to me, but I am getting stuck when trying to read the Dirac notation proof. Anyway, the author (Shankar) is just demonstrating that the product of two operators is equal to the product of the matrices representing the factors. Homework Equations...
  6. J

    Multiplication/division of matrices and vectors

    1) Let A a square matrix, x a colum vector and b another colum vector. So, I want solve for x the following equation: Ax=b So: x=b÷A = b×A-1 And this is the answer! Or would be this the correct answer x = A-1×b ? 2) Is possible to solve the equation above for A ? How?
  7. M

    MHB Invertible matrices and encryption

    First off, I apologize if I'm in the wrong thread. I wasn't really sure where to put this. Alright, long winded question so stay with me (note: the actual question is at the end, so if you already know how to work it out, just skip ahead)! I was reading a math problem at the nsa.gov website (...
  8. U

    MATLAB Solving equations involving specific elements of matrices in MATLAB?

    So let's say I have 2 matrices A and B. I need to solve 2 eqns involving specific elements of each matrix. e.g. A(1)+B(2)=4; A(1)-B(2)=2. Is there any way to do this? My efforts with Fsolve and solve have failed. Here's what I've done so far: function F=myfun(A,B)...
  9. T

    Inverse Matrix and Composition of Matrices: Solving Homework Problems

    Homework Statement a) Find the inverse of the matrix: \begin{pmatrix}1 & 2 & 0\\ 2 & 0 & 1\\ 1 & 1 & 2\end{pmatrix} (sorry I don't know how to show a matrix more clearly on this) b) Write A and A-1 as a composition of matrices of the form Rij(k), Tij and D22(k) Homework...
  10. samjohnny

    Matrices with hyperbolic functions

    Homework Statement I thought it would be better to attach it. Homework Equations The Attempt at a Solution So for the first part I've found that A^2=the Identity matrix, but from there I don't have much of an idea on how to substitute that into the equation for M and end up with...
  11. S

    Why this property of the product of two matrices

    Hello, The product of a 2x5 matrix P and a 5x3 matrix B shall be a 2x3 zero matrix. P and B are all matrices of integers. P = [6 2 -5 -6 1;3 6 1 -6 -5] One possible B is [0 -4 0;3 0 0;-1 -1 3;2 -3 -2;1 1 3] This solution B has a property: det(PPt) = det(BtB) = 7778 The question is: What...
  12. M

    General polynomial transformation (transformation matrices).

    Homework Statement A polynomial of degree two or less can be written on the form p(x) = a0 + a1x + a2x2. In standard basis {1, x, x2} the coordinates becomes p(x) = a0 + a1x + a2x2 equivalent to ##[p(x)]_s=\begin{pmatrix}a0\\ a1\\ a2 \end{pmatrix}##. Part a) If we replace x with...
  13. D

    MHB Finding State Matrices for a Mass Spring System

    I am trying to find the state equations for a mass spring system. I found the transfer function to be \[ H(s) = \frac{X_1(s)}{F(s)} = \frac{m_2s^2 + b_2s + k} {s\big[m_1m_2s^3 + (m_2b_1 + m_1b_2)s^2 +...
  14. Y

    MHB Which of the Following is Incorrect Regarding Matrices and Vectors?

    One last question on these topics, I need to choose the WRONG statement, and they all seem correct to me... a) If A is a squared matrix for which \[A^{2}-A=0\] then A=0 or A=i b) If A and B are diagonal matrices, then Ab=BA c) A 4X4 matrix with eigenvalues 1,0,-1,2 is "diagonlizable" d) The...
  15. U

    Number of matrices having unique solution

    Homework Statement Let A be the set of all 3x3 symmetric matrices all of whose entries are either 0 or 1. Five of these entries are 1 and four of them are 0. The number of matrices B in A for which the system of linear equations B \left[ \begin{array}{c} x \\ y \\ z \end{array} \right] =...
  16. P

    Understanding Solutions and Singular Matrices

    Hey folks. I'm working on a project which seems to be encountering a problem. I took Linear Algebra a few years ago in college, and haven't really applied it very much so I'm at a bit of a loss here. I have a solution to a iterative nonlinear least squares problem: Trilateration with n...
  17. M

    Solving Logistic ODE with Non-commuting Matrices

    I'm trying to find a general solution for the logistic ODE \frac{dU}{dx}=A(I-U)U, where A and U are square matrices and x is a scalar parameter. Inspired by the scalar equivalent I guessed that U=(I+e^{-Ax})^{-1} is a valid solution; however, U=(I+e^{-Ax+B})^{-1} is not when U and A don't...
  18. G

    Eigenvalues of 2 matrices are equal

    Hi all, I have two matrices A=0 0 1 0 0 0 0 1 a b a b c d c d and B=0 0 0 0 0 0 0 0 0 0 a b 0 0 c d I need to prove that two eigenvalues of A and two eigenvalues of B are equal. I tried to take the determinant of A-λI...
  19. K

    Prerequisites and Resources to learn Matrices

    Could anyone let me know of a good resource that I could use to learn matrix mathematics? I'm not sure if that is the proper term for that segment of mathematics, but hopefully you get the gist of it. It can be a book or a website, does not matter to me. Also, any suggestions as to what I...
  20. F

    Determinant of 3x3 matrices: Is a matrix with all odd entries a multiple of 4?

    I need to prove that a 3x3 matrix with all odd entries will have a determinant that is a multiple of 4. This is how I set it up: I let A = { {a, b, c}, {d, e, f}, {g, h, i} } with all odd entries then I define B = { {a, b, c}, {d + na, e + nb, f + nc}, {g + ma, h + bm, i + cm} } where I add...
  21. F

    How to Use Cholesky Factorization for Positive Definite Matrices

    Homework Statement 2. The attempt at a solution So part a. makes sense to me, it basically comes down to A1 = 1 -1 -1 -1 1 1 -1 1 1 A2 = 1 -1 -1 -1 2 -2 -1 -2 11 I'm not sure how to approach part b. because the question doesn't make much sense to me...
  22. B

    Proving Similarity of Matrices: Nullity Equality

    Matrix proof :( 1. Let A and B be two similar matrices. characteristic in the space λ is an eigen value, show that : sized V_λ^A = sized V_λ^B 2. Let A invertible matrix. A ∈ ℝ nxn and invertible matrix ⇔ 0, A is not an eigen value. 3. Let A and B be two similar matrices...
  23. L

    Set of invertible matrices with real entries

    ##GL(n,\mathbb{R})## is set of invertible matrices with real entries. We know that SO(n,\mathbb{R}) \subset O(n,\mathbb{R}) \subset GL(n,\mathbb{R}) is there any specific subgroups of ##GL(n,\mathbb{R})## that is highly important.
  24. Sudharaka

    MHB Structure Tensor of Matrices

    Hi everyone, :) Here's is a question I have trouble understanding. Hope you can help me out. :) Specifically what is meant by the structure tensor and how is it computed when given a \(2\times 2\) triangular matrix? Problem: Write the structure tensor for the algebra \(A\) of traingular...
  25. Y

    MHB Verifying Answers to True/False Questions about Matrices

    Hello I have been trying to solve a couple of true / false questions, and I am not sure my answers are correct, I would appreciate it if you could verify it. The first question is: A and B are matrices such that it is possible to calculate: \[C=AB+B^{t}A^{t}\] a. A and B are of the same...
  26. A

    Representing Operators as Matrices and Differential Operators

    An operator A defined by a matrix can be written as something like: A = Ʃi,jlei><ejl <eilAlej> How does this representation translate to a continuous basis, e.g. position basis, where operators are not matrices but rather differential operators etc. Can we still write for e.g. the kinetic...
  27. NATURE.M

    Determinants between two similar matrices

    Lets suppose a 4×4 matrix A has two identical rows with some other 4×4 matrix B. Does that imply there determinant is equal? Or does it really say nothing about how the determinants of the two matrices are related.
  28. A

    Is chirality dependent on the representation of the gamma matrices?

    Hi, In QFT we define the projection operators: \begin{equation} P_{\pm} = \frac{1}{2} ( 1 \pm \gamma^5) \end{equation} and define the left- and right-handed parts of the Dirac spinor as: \begin{align} \psi_R & = P_+ \psi \\ \psi_L & = P_- \psi \end{align} I was wondering if the left- and...
  29. A

    MHB Condition Number of sum of Matrices

    As far as I know there is no explicit formulas but is this true? I've tested it in Matlab with random matrices and It seems true! cond(A+B) =< cond(A) + cond(B) Where can I find a proof for this hypothesis?
  30. T

    Exploring Spin in Different Dimensions: 2+1 and Beyond

    Dear PhysicsForum, We have just treated the Dirac equation and its lagrangian during our QFT course, but we have only gone in depth in 3+1 dimensions. My question is about what happens to spin in 2+1 dimensions. In 3+1 dimensions we have to use 4 by 4 gamma matrices, but in 2+1 dimensions we...
  31. D

    Pauli matrices and the Levi-Civita tensor : commutation relations

    Homework Statement Whats up guys! I've got this question typed up in Word cos I reckon its faster: http://imageshack.com/a/img5/2286/br30.jpg Homework Equations I don't know of any The Attempt at a Solution I don't know where to start! can u guys help me out please? Thanks!
  32. C

    Basic Fixed Matrices: Proving Equations with Formal Calculations

    for fixed ## m \geq 2 ## let ## \epsilon (i,j) ## denote the mxm matrix ## \epsilon (i,j)_{rs} = \delta _{ir} \delta _{js} ## when m = 2000 show by formal calculations that i) ## \epsilon (500,199) \epsilon (1999,10) = \epsilon (500,10) ## ii) ## \epsilon (1999,10) \epsilon (500,1999) = 0##...
  33. Sudharaka

    MHB Finding Jordan Normal Form of Matrices

    Hi everyone, :) I have very limited knowledge on linear algebra and things like Jordan Normal form of matrices. However I am currently doing an Advanced Linear Algebra course which is compulsory and I am trying hard to understand the content which is quite difficult for me. One of the things...
  34. E

    Solving a System of Multiplicative Matrices

    Please do not be offended by my literary style. I find thinking about mathematical problems in such a way helps me learn better. A is a 2x2 matrix of complex numbers, call this "apple" B is a 2x2 matrix of complex numbers, call this "banana" Let a "Fruit Salad" be defined as follows: S...
  35. K

    MHB Determine the matrices that represent the following rotations of R^3

    I need to determine the matrix that represents the following rotation of $R^3$. (a) angle $\theta$, the axis $e_2$ (b) angle $2\pi/3$, axis contains the vector $(1,1,1)^t$ (c) angle $\pi/2$, axis contains the vector $(1,1,0)^t$ Now, I would like to check if I got the right answers because...
  36. S

    Calculating the Determinant of a 2x2 Matrix with Pauli Matrices

    1. Consider the 2x2 matrix \sigma^{\mu}=(1,\sigma_{i}) where \sigma^{\mu}=(1,\sigma) where 1 is the identity matrix and \sigma_{i} the pauli matrices. Show with a direct calcuation that detX=x^{\mu}x_{\mu} 3. I'm not sure how to attempt this at all...
  37. S

    Can a 2N by 2N matrix written in terms of N by N matrices?

    I posted this question over at the QM page, https://www.physicsforums.com/showthread.php?t=714076 but I realized I am really looking for a hard Mathematical proof ... A description of a numerical way of proving this would also be very helpful for me. or a reference covering the...
  38. Z

    What Do the Variables r and s Represent in Matrix Notation?

    Just going over my linear algebra notes and I've forgotten the formal definition of ## \epsilon(i,j)_{rs} ## I have written down ## \epsilon (i,j)_{rs} = \delta_{ir}\delta_{js} ## but I can't seem to remember what r and s represent. Also, I don't quite understand why it equals ##...
  39. S

    Writing a random 2N by 2N matrix in terms of Pauli Matrices

    Hi, Wasn't sure if I should post this to Linear Algebra or here. My question is really simple: Can a 2N by 2N random, and Hermitian Matrix ( Hamiltonian ) be always written as: H = A \otimes I_{2\times 2} + B \otimes \sigma_x + C \otimes \sigma_y + D \otimes \sigma_z where A,B,C,D are all...
  40. J

    Equivalent Conditions for Nonsingularity (Matrices)

    True or False. If true explain or prove answer, and if false give an example to show the statement is not always true. 1. If A is a 4x4 matrix and a1+a2=a3+2a4, then A must be singular. 2. If A is row equivalent to both B and C, then A is row equivalent to B+C. My Work: 1. I say it's...
  41. F

    Finding Solutions to Linear Systems: Matrices and Variables

    Homework Statement Find all the values of h and k such that the system: hx + 6y = 2 x + (h+1)y = k has: (a) No solutions (b) A unique solution (c) Infinitely many solutions Homework Equations - The Attempt at a Solution I've tried putting the system into echelon form and got...
  42. S

    Linear Algebra Matrices Problem(s)

    Homework Statement Here is the problem: http://img801.imageshack.us/img801/6770/oaza.png Homework Equations None really, just gauss jordon elimination I assume unless I am missing out on something The Attempt at a Solution First I multiplied the first row by -5 then added...
  43. G

    Eigenvalues of two matrices are equal

    Hi everyone, I have two matrices A and B, A=[0 0 1 0; 0 0 0 1; a b a b; c d c d] and B=[0 0 0 0; 0 0 0 0; 0 0 a b; 0 0 c d]. I have to proves theoretically that two of the eigenvalues of A and B are equal and remaining two eigenvalues of A are 1,1. I tried it by calculating the...
  44. B

    Proving the scalar matrices are the center of the matrix ring

    I read that scalar matrices are the center of the ring of matrices. How would I prove this? Tips are appreciated. It is already obvious that scalar matrices commute with all matrices, but the converse seems tricky. BiP
  45. I

    Matrices and infinite solutions

    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...
  46. E

    Transpose of the product of matrices problem

    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...
  47. D

    Understanding the Relationship: Log, Traces, and Diagonalized Matrices

    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
  48. J

    Commutators; matrices? numbers? both?

    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...
  49. B

    Question about Hermitian matrices

    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...
Back
Top