Matrices Definition and 1000 Threads

  1. X

    Hello,I have a question. If A and B are NND matrices, how to prove

    Hello, I have a question. If A and B are NND matrices, how to prove C(A) belongs to C(A+B)? I can prove that C(A)<C(A,B) by using A=(A,B)transpose[(I,0)], and I also can prove C(A+B)<C(A,B) using the similar approach. But I cannot move further because my thoughs maybe not related to the...
  2. D

    Matrices of linear transformations

    Homework Statement Let T: P2 - P2 be the linear operator defined by T(a0 + a1x + a2x2) = a0 + a1(x - 1) + a2(x - 1)2 (a) Find the matrix for T with respect to the standard basis B = {1, x, x2}. Homework Equations [T]B[x]B = [T(x)]B The Attempt at a Solution T(1) = a0 + a1(1 -...
  3. P

    Proof of symmetric and anti symmetric matrices

    Homework Statement aij is a symmetric matrix bij is a an anti symmetric matrix prove that aij * bij = 0 Homework Equations aij * bij The Attempt at a Solution any one got any ideas ?
  4. M

    Pauli matrices forming a basis for 2x2 operators

    Hi, We know that the Pauli matrices along with the identity form a basis of 2x2 matrices. Any 2x2 matrix can be expressed as a linear combination of these four matrices. I know of one proof where I take a_{0}\sigma_{0}+a_{1}\sigma_{1}+a_{2}\sigma_{2}+a_{3}\sigma_{3}=0 Here, \sigma_{0} is...
  5. D

    Dimensional Regularisation - Contracting/Commuting Gamma Matrices

    Hi, After having solved some problems I encountered by using Google and often being linked to threads here, I finally decided to register, especially because I sometimes have problems for which I don't find solutions here and now want to ask them by myself :) Like the following: I am...
  6. matqkks

    Would does it mean to say that two matrices or functions are

    Would does it mean to say that two matrices or functions are orthogonal? What does this signify? I suppose it depends on the inner product. Say if the inner product is the trace of A(^T)B. Is there a real life application of orthogonal vectors in these sort of vector spaces?
  7. O

    Can a Singular Matrix Always Find a Partner Matrix to Result in Zero?

    Just a small question, I think I may have missed this part out in our lectures or something. :| Suppose I have a singular matrix A; will there always exist another matrix B such that AB (/BA) will be the zero matrix?
  8. P

    How to Multiply Matrices I and Calculate the Inverse of Matrix B?

    Hi, 1.Show that B satisfies the equation (B-pI)(B-qI) = 0 2.Hence, or otherwise, show that B-1 = 0.5(3I - B) In these kind of questions I don't know what they are testing me for! Let's take the first one as an example: The only skill they can possibly try to asses is whether I know how...
  9. E

    Optimizing Eigenvalues of Matrices: A Creative Approach

    Homework Statement Homework Equations The Attempt at a Solution the usual method i.e. det(A - bI) = 0 i get the equation finally as b[3][/SUP] - 75b[2][/SUP] + 1850b -15576 = 0 from this i get b[1][/SUB][2][/SUP] + b[2][/SUB][2][/SUP] + b[3][/SUB][2][/SUP] = 1925 < 1949 is there an...
  10. S

    What are the matrices B, C, D?

    Homework Statement Let x = (x1,x2) \in Rn, x1 \in Rn1, x2 \in Rn2, n1 + n2 = n and A \in Rnxn be symmetric and positive definite. a) Let x0 \in Rn. Show that we can write (x-x0)TA(x-x0) = ||L(x-x0||22. Is L unique? b) Consider the quadratic term b = xTAx. Show that we can write b = x1TBx1 +...
  11. P

    Hi,I have:AX + X = B, all of them being matrices. I have the

    Hi, I have: AX + X = B, all of them being matrices. I have the numbers in the A and B matrices and I have to find the exact values of a,b,c,d (numbers in the X matrix) I wanted to check if my method is correct: I multiplied both sides by A-1. 2X = A-1B So my values for abcd...
  12. E

    Matrices and eigen value problems

    Homework Statement Let A and B be nxn matrices over reals. Show that I - BA is invertible if I - AB is invertible. Deduce that AB and BA have the same eigen values Homework Equations det(AB) = det(A).det(B) The Attempt at a Solution given: (I-AB) is invertible -> det(I-AB) is...
  13. W

    Diagonalization with nilpotent matrices

    So my professor gave me an extra problem for Linear Algebra and I can't find anything about it in his lecture notes or textbooks or online. I think I've made it through some of the more difficult stuff, but I am running into a catch at the end. Homework Statement Find [;T(p(x))^{500};] when...
  14. S

    Is the Set of Lower Triangular Matrices a Subspace of 3x3 Matrices?

    Homework Statement Let V be the spcae of all 3x3 matrices with real entries. Is W, the set of all 3x3 lower triangular matrices, a subspace of V? Why or why not? Homework Equations The Attempt at a Solution I just think that all 3x3 lower triangular matrices are included in...
  15. S

    (LinearAlgebra) all 2x2 invertible matrices closed under addition?

    Homework Statement Suppose V is a vector space. Is the set of all 2x2 invertible matrices closed under addition? If so, please prove it. If not, please provide a counter-example. Homework Equations The Attempt at a Solution well i know that what does it mean to be closed...
  16. L

    Infinite dimensions and matrices

    Homework Statement Find 2 more orthonormal polynomials on the interval [-2,1] up to degree 2 given that the first polynomial p(x) = 1/√3. ( Note: Take the highest coefficient to be positive and enter your answer as a decimal.) Homework Equations This is a web assign equation so the answer...
  17. S

    How to Divide Polynomial Matrices Using Lambda Matrices

    Homework Statement Divide A(x)= [x3+2x2+3 -4x3-x2-5] [3x2-2 x3-2x2+x+4] by B(x) = [x+4 -3] [-x+6 x+2] on both the right side and the left side. Homework Equations The Attempt at a Solution I am...
  18. L

    How Do You Calculate the Structure Constant in Gell-Mann Matrices?

    This is not a homework, only something embarrasing.. [T_8, T_4 + i T_5] = (3^(1/2) / 2) T_4 + i T_5 from http://phys.columbia.edu/~cyr/notes/QFT_3/lecture3.pdf" I can't see how to get the structure constant (3^(1/2) / 2). T_4 + i T_5 is a 3x3 matrix with a one at (2,3), the rest zeroes. I...
  19. N

    Determining whether sets of matrices in a vectorspace are linearly independent?

    Given matrices in a vectorspace, how do you go about determining if they are independent or not? Since elements in a given vectorspace (like matrices) are vector elements of the space, I think we'd solve this the same way as we've solved for vectors in R1 -- c1u1 + c2u2 + c3u3 = 0. But I'm...
  20. M

    How Do Dirac Gamma Matrices Satisfy Their Anticommutation Relations?

    Homework Statement Given that \gamma^{\mu}\gamma^{\nu}+\gamma^{\nu}\gamma^{\mu}=2g^{\mu\nu}*1 where 1 is the identity matrix and the \gamma are the gamma matrices from the Dirac equation, prove that: \gamma_{\mu}\gamma_{\nu}+\gamma_{\nu}\gamma_{\mu}=2g_{\mu\nu}*1 Homework Equations...
  21. S

    Calculating angles between matrices

    Hey all, I was hoping someone could explain to me how to calculate the angle between matrices, ie. two square matrices [ 2 0 0 -1] and [0 1 1 3^(1/2)] under the inner product <A|B> = trace (A^TB) Also, how would you go about determining an angle between...
  22. L

    Designating matrices by (system2 operator system1)

    Hi, I already posted this in solid state physics forum, but no one answered, so I guess this topic might belong to Mathematics. I read a text about crystallography where matrices were designated in the form: (S2 O S1) where S1 is input coordinate system, S2 is output coordinate...
  23. 0

    Rotation group representation and pauli matrices

    Kindly ignore if some +- signs are placed wrongly in the equations. Thank you. Rotation in three dimensions can be represented using pauli matrices \sigma^{i}, by writing coordinates as X= x_{i}\sigma^{i}, and applying the transform X'= AXA^{-1}. Here A= I + n_{i}\sigma^{i}d\theta/2. The pauli...
  24. G

    Solving System of Equations Using Matrices

    Homework Statement Is it possible to solve this system of equations using matrices? x^2 + y^2 = 42 x+3y+2y^2=6 Homework Equations The Attempt at a Solution I solved the system of equations using the following MATLAB code. I'm kind of confused by the results. Are there two x values...
  25. Y

    What Are the Best Resources for Understanding Jacobian and Hessian Matrices?

    Can someone direct me to a good deep exposition of Jacobians and Hessians? I am especially looking for stuff that pertains to their being generalizations of derivatives of vector and scalar functions as well as div, grad, curl. Book sources or web links are appreciated.
  26. A

    What Are the Physical Applications of Matrices?

    I start to learn about matrices and their algebra, but I am wondering what physical application they have. I know that matrices have application in optics, which is called “Matrix Optics”, but do they have other applications? Can you give different and real physical examples with matrix algebra...
  27. P

    Is Matrix Multiplication Commutative?

    Hi :smile: I don't really know how to post a matrix here so I will try and make it as clear as possible. Matrix A: 4 -1 2 3 Matrix B: 6 4 -5 -3 Matrix C: 1 2 3 4 We are given that APB = C and we are asked for P What I did was I...
  28. C

    Powers of Markov transition matrices

    Homework Statement Prove the following theorem by induction: Let P be the transition matrix of a Markov chain. The ijth entry p(n)ij of the matrix Pn gives the probability that the Markov chain, starting in state si, will be in state sj after n steps. Homework Equations p(2)ij =...
  29. E

    The set of matrices that are their own inverse in R2

    Homework Statement Find all 2x2 square matrices A which are their own inverses. Homework Equations A2=I A=A-1 The Attempt at a Solution I know that the diagonal is comprised of 1s and or -1s and the other entries are zero but I can't seem to show it algebraically. I went the...
  30. M

    Proving the Pauli Matrices Solution for a Given Relation | Help Needed

    Hi, Given the two relations below, is it true and if yes, can anyone help me show that the solution to this must be the Pauli matrices? The alphas are matrices here. \alpha_{i}\alpha_{j}+\alpha_{j}\alpha_{i} = 2\delta_{ij}*1. 1 is the identity matrix \alpha_{i}^{2} = 1 Thank you
  31. G

    Simutanious diagonalization of 2 matrices

    Homework Statement From Principles of Quantum Mechanics, 2nd edition by R Shankar, problem 1.8.10: By considering the commutator, show that the following Hermitian matrices may be simultaneously diagonalized. Find the eigenvectors common to both and verify that under a unitary transformation...
  32. Peeter

    Otimes notation and tau matrices used in definition of gamma matrices?

    In Zee's Quantum Field theory book he writes \begin{align}\gamma^0 &= \begin{bmatrix}I & 0 \\ 0 & -I\end{bmatrix}=I \otimes \tau_3 \\ \gamma^i &= \begin{bmatrix}0 & \sigma^i \\ \sigma^i & 0\end{bmatrix}=\sigma^i \otimes \tau_2 \\ \gamma^5 &=\begin{bmatrix}0 & I \\ I & 0\end{bmatrix}=I \otimes...
  33. L

    Pauli spin matrices, operating on |+> with Sx

    Homework Statement What is the result of operating on the state |+> with the operator Sx? here, |+> denotes the eigenstate of Sz with eigenvalue 1/2. I am working in units where h-bar is 1 (for simplicity, and because I don't know how to type it) Homework Equations S_i = \frac{1}{2} σ_i The...
  34. P

    How to find eigenvectors of ugly transfer matrices in stat mech

    Homework Statement I'm trying to use the transfer matrix method in statistical mechanics but I'm struggling with the algebra so I'd like to know if there is a simpler way to find the eigenvalues and eigenvectors of a matrix. For example, studying the lattice gas model produces the transfer...
  35. E

    Four vector made of Pauli matrices commute?

    Hey guys There are those vectors made of Pauli matrices like \bar{\sigma}^\mu and {\sigma}^\mu. So if I have the product \bar{\sigma}^\mu {\sigma}^\nu I wonder if it is commutative? And if not, what is the commutator? Cheers, earth2
  36. R

    Prove the existence of row-reduced matrices with restrictions

    Let A = [a b; c d] a 2x2 matrix with complex entries. Suppose that A is row-reduced and also that a+b+c+d =0 . Prove that there are exactly three such matrices... so i realize that there are seven possible 2x2 matrices that are row-reduced. [1 0; 0 1], [0 1; 1 0], [0 0; 1 0], [0 0;0 1]...
  37. A

    Finding eigenvectors of similar matrices

    If v is in Rn and is an eigenvector of matrix A, and P is an invertible matrix, how would you go about finding an eigenvector w of PAP-1? I'm thinking you have to use a fact about similarity?
  38. M

    Testing for linear combinations using matrices instead of vectors

    I want to see if the matrix w = (1,0;0,1) is a linear combination of the matrices v1 = (1,2;-2,1) and v2 = (3,2;-1,1) where ; denotes a new line in the matrix. I know for example if w and v were 1xn matrices i.e vectors such as w = [1,1,1] v1= [2,-1,3] v2=[1,1,2] then i setup a matrix with...
  39. I

    Intuition behind rotation matrices?

    I probably can remember the matrices by just trying to, but I hate having to "remember" things without actually understanding them. Is there no intuition behind these matrices so that I can remember it (the intuition) and then from it produce the wanted matrix? To me the matrices look like...
  40. K

    Mathematica Solving simultaneous equations with big matrices using Mathematica 7

    Hi all, Please help me to solve my problem in Mathematica that involves simultaneous equations with large matrices. The code is provided in the attached file, Exercise1.nb the errors say like this " General::unfl: Underflow occurred in computation. >> General::unfl: Underflow occurred...
  41. S

    Augmented matrices and solution sets - Please help - exam is tomorrow

    Basically there are 2 equations ; x+2y+3z = 1 2x+4y+6z=2 I put them into a matrix and row reduce to get 1 2 3 | 1 0 0 0 | 0 so we can say x = 1 - 2y -3z and let y and z = 0 to get a solution is (1,0,0) Now i need to find the nullspace to find the whole solution set; so x +...
  42. G

    Lorentz boosts and rotation matrices

    I also posted this in the homework help for introductory physics, but it wasn't getting any responses, so I guess it's slightly more advanced. Homework Statement Let L_b(a) denote the 4x4 matrix that gives a pure boost in the direction that makes an angle a with the x-axis in the xy plane...
  43. B

    Solve for X in AXB=C: Matrices Question 4

    Homework Statement If: A = l 1 -3 l , B = l -1 2 l C = l -12 -11 l l 2 1 l l 3 1 l l -10 -1 l Then, find X if AXB=C Homework Equations The Attempt at a Solution I don't know how I would start this problem??
  44. B

    Proving Parallel Lines with Matrices: Q3

    Homework Statement If l -1 2 l l x l = l 2 l l 1 -2 l l y l l 1 l Show that the two lines are parallel and so never cross. Homework Equations The Attempt at a Solution I have attempted it, and so far all i have done is find the determentant. When i do this, i get...
  45. B

    Solving Matrices for Pmv & Garlic Bread Cost

    Homework Statement Phil bought 4 meat pizzas, 4 veg pizzas and one loaf of garlic bread, and it costs him $92. By Abyy, who is partial to garlic bread, bough 2 meat pizzas, 2 veg pizzas and 10 loaves of garlic bread, and it cost $84. a) Use matrices to find Pmv, the most of 1 meat pizza...
  46. B

    Solve x and y for Matrix Equations: 2y-4x-5=0, 3x+y-1=0

    Homework Statement Use Matrices to solve for x and y if: 2y - 4x - 5 = 0 and y = 3x + 1 Homework Equations The Attempt at a Solution I have done it, but i get a determinant of zero. So is this right? My working is the following: i rewrote both equations in the form of...
  47. C

    Assign matrices to variables using for loop

    hi. I am trying to assign matrices to variables using for loop in MATLAB. can anyone help me wid dis? Thnx.
  48. S

    Derivative of SVD V and U matrices

    sorry I am new and posted instead of previewing...im currently writing the post
  49. P

    Diagonalization of complex symmetric matrices

    Is every complex symmetric (NOT unitary) matrix M diagonalizable in the form U^T M U, where U is a unitary matrix? Why?
  50. T

    Matrix HELP! - Finding Matrices for AM = -MA

    Matrix HELP! Ok this question is in a cd quiz from a textbook, i have no idea what the question even means or how to do it. Please help! Let M =  7 −3 15 −7 . Find all 2 × 2 matrices A = [ a b b d ] such that AM = −MA. (Note that the solutions wanted should have equal...
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