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Eigenvalues and vectors of a 4 by 4 matrix

  1. Nov 1, 2017 #1
    1. The problem statement, all variables and given/known data

    Coupled Harmonic Oscillators. In this series of exercises you are asked
    to generalize the material on harmonic oscillators in Section 6.2 to the
    case where the oscillators are coupled. Suppose there are two masses m1
    and m2 attached to springs and walls as shown in Figure 6.10. The springs
    connecting mj to the walls both have spring constants k1, while the spring
    connecting m1 and m2 has spring constant k2. This coupling means that
    the motion of either mass affects the behavior of the other.
    Let xj denote the displacement of each mass from its rest position, and
    assume that both masses are equal to 1. The differential equations for
    these coupled oscillators are then given by

    x1'' = -k(1 + k2)x1 + k2x2
    x2'' = k2x1 - (k1 + k2)x2

    These equations are derived as follows. If m1 is moved to the right
    (x1 > 0), the left spring is stretched and exerts a restorative force on
    m1 given by -k1x1. Meanwhile, the central spring is compressed, so it
    exerts a restorative force on m1 given by -k2x1. If the right spring is
    stretched, then the central spring is compressed and exerts a restorative
    force on m1 given by k2x2 (since x2 < 0). The forces on m2 are similar.

    (a) Write these equations as a first-order linear system.
    (b) Determine the eigenvalues and eigenvectors of the corresponding
    matrix.
    (c) Find the general solution.
    (d) Let ω1 = √k1 and ω2 = √k1 + 2k2. What can be said about the
    periodicity of solutions relative to the ωj? Prove this.



    2. Relevant equations

    (A - λI) = Ax

    3. The attempt at a solution

    Part a is ok but I'm stuck for the rest

    For part a we set y1 = dx1/dt and therefore dy1/dt = d2x/dt2
    Then y2= dx2/dt so we have a similar case of dy2/dt = d2x/dt2

    I think this is enough to satisfy part a) of the question

    So then we put them in to matrix form to try and find the eigenvalues and vectors and get the following by rows. Columns are x1,y1, x2, y2 respectively.

    dx1/dt = 0 1 0 0
    dy1/dt = -(k1+k2) 0 k2 0
    dx2/dt = 0 0 0 1
    dy2/dt = k2 0 -(k1+k2) 0

    So there is a diagonal of zeros meaning we have zero trace. By using the formula (A - λI) = Ax. An attempt was made to try and get the eigenvalues. I subtract λ across each term in the diagonal, multiply out the expression and I end up with the following expression.

    k12λ + k1k2λ + k22λ. I don't know how to deal with this expression. I'm used to seeing things in the form λ2 + λ - c.

    So any helpful tips?
     
  2. jcsd
  3. Nov 1, 2017 #2

    Mark44

    Staff: Mentor

    Let's call your matrix A. Write the matrix ##A - \lambda I##, and then take its determinant, which you set equal to zero. That should give you an equation that you can solve for ##\lambda##.

    The idea is that if ##\lambda## is an eigenvalue (with associated eigenvector ##\vec x##, then by definition, ##A\vec x = \lambda \vec x##. Equivalently, ##(A - \lambda I)\vec x = \vec 0##, which for nonzero vectors ##\vec x##, means that ##|A - \lambda I| = 0##.
     
  4. Nov 1, 2017 #3
    Ok maybe I wasn't clear enough. Thanks for your response. I'm aware this is how you find the eigenvalue. My question is how do i solve the final expression to give me some eigenvalues. I also just realised I made a mistake....

    My actual final expression is λ4 - 2λ3k2 + λ2(k22+k2 - k1) + λ(k1k2 - k22) = 0

    Getting eigenvalues form this? Yikes...
     
  5. Nov 1, 2017 #4

    PeroK

    User Avatar
    Science Advisor
    Homework Helper
    Gold Member

    The first eigenvalue is obvious; the second requires a bit of guesswork; and then you have a quadratic.
     
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