Analyzing Linear Systems with Complex Eigenvalues: A Case Study

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SUMMARY

This discussion focuses on analyzing a linear system represented by the matrix \(\begin{pmatrix}0 & 2 \\ -2 & 0\end{pmatrix}\) with complex eigenvalues. The eigenvalues are determined to be \(\lambda = \pm i \sqrt{2}\), indicating that the origin is a center. The eigenvectors are correctly identified as \(V_{1} = \begin{pmatrix}i\sqrt{2} \\ 1\end{pmatrix}\) and \(V_{2} = \begin{pmatrix}-i\sqrt{2} \\ 1\end{pmatrix}\). The direction of oscillations is established as clockwise based on the analysis of the derivatives \(dx/dt\) and \(dy/dt\).

PREREQUISITES
  • Understanding of linear algebra concepts, specifically eigenvalues and eigenvectors.
  • Familiarity with differential equations and their solutions.
  • Knowledge of matrix operations and transformations.
  • Basic understanding of the geometric interpretation of complex eigenvalues in dynamical systems.
NEXT STEPS
  • Study the method for solving initial value problems in linear systems.
  • Learn about the geometric interpretation of eigenvalues and eigenvectors in dynamical systems.
  • Explore the implications of different matrix forms on eigenvalue calculations.
  • Investigate the stability analysis of linear systems with complex eigenvalues.
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Mathematicians, engineers, and students studying linear systems and dynamical systems analysis, particularly those interested in eigenvalue problems and their applications in oscillatory behavior.

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For this linear system with complex eigenvalues
a) find the eigenvalues
b) determine whether the origin is a spiral source, sink or center
c) Determine the direction of oscillations, clockwise or anticlockwise

[tex]\frac{dY}{dt} = \left(\begin{array}{cc}0&2\\-2&0\end{array}\right) Y[/tex] with initial conditions [tex]Y_{0} = (1,0)[/tex]

i foudn the eigenvalues to be
[tex]\lambda = \pm i \sqrt{2}[/tex] which would make it a center
also the eigenvectors
[tex]\left(\begin{array}{cc}0&2\\-2&0\end{array}\right) \left(\begin{array}{cc}x\\y\end{array}\right) = \pm i \sqrt{2} \left(\begin{array}{cc}x\\y\end{array}\right)[/tex] i computed to be
[tex]V_{1} = \left(\begin{array}{cc}i\sqrt{2}\\1\end{array}\right)[/tex]
and [tex]V_{1} = -V_{2}[/tex]

i feel i made a mistake in finding the eigenvectors
also what would be the direction of the oscillations then?? Do i solve the Initial value problem to get hte direction of the oscillations??
 
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You have V1 correct but V2 is NOT -V1.
[tex]V_{2} = \left(\begin{array}{cc}-i\sqrt{2}\\1\end{array}\right)[/tex]

In order to determine the direction of rotation, look what happens to (1, 0):
dx/dt= 2y= 0 but dy/dt= -2 so the "motion" is downward and the rotation is clearly clockwise.
 
thank you very much :smile: didnt realize that the dx/dt and dy/dt were the directions of the vector. But what if the matrix was i nthe form
a b
c d then would i have to reduce this till i get zeroes in the 1x2 and 2x1 spots?
 

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