Undergrad Phase Plane Diagram w/ Complex eigenvalues

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SUMMARY

The discussion centers on determining the direction of a spiral in a phase plane diagram with complex eigenvalues, specifically whether it is clockwise (CW) or counterclockwise (CCW). The ODE system presented is of the form ##y' = A y##, with a specific example using the vector ##\langle -3,2\rangle## at the point ##(1,0)##. Participants suggest plotting points to visualize the behavior of solutions and emphasize analyzing the sign of the real component of the eigenvalue to ascertain convergence towards the origin.

PREREQUISITES
  • Understanding of ordinary differential equations (ODEs)
  • Familiarity with phase plane analysis
  • Knowledge of eigenvalues and eigenvectors
  • Ability to interpret vector fields in a two-dimensional space
NEXT STEPS
  • Learn how to construct phase plane diagrams for different ODE systems
  • Study the implications of complex eigenvalues on system stability
  • Explore methods for visualizing vector fields in MATLAB or Python
  • Investigate the relationship between eigenvalue signs and solution behavior in dynamical systems
USEFUL FOR

Mathematics students, engineers, and researchers interested in dynamical systems, particularly those analyzing the stability and behavior of solutions in phase plane diagrams.

e101101
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Is the spiral I drew here clockwise or counterclockwise ? What’s a trick to know whether it’s going CCW or CW. Thanks!
 

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The ODE system looks something like this ##y' = A y##. Let's pick ##y_2 = 0, y_1 = 1##, which implies ##y' = \langle-3,2\rangle##. This implies at the point ##(1,0)## in the phase plane there will be a vector pointing in the direction ##\langle -3,2\rangle##, and hence moving in the direction along the spiral away from the center.
 
joshmccraney said:
The ODE system looks something like this ##y' = A y##. Let's pick ##y_2 = 0, y_1 = 1##, which implies ##y' = \langle-3,2\rangle##. This implies at the point ##(1,0)## in the phase plane there will be a vector pointing in the direction ##\langle -3,2\rangle##, and hence moving in the direction along the spiral away from the center.

Im not quite sure if that means all solns would be approaching the center? Clockwise or Counterclockwise
 
e101101 said:
Im not quite sure if that means all solns would be approaching the center? Clockwise or Counterclockwise
Plot several points and you'll see the behavior, such as the point ##(y_1 = a > 0, y_2 = 0)##. Alternatively, look at the sign of the real component of the eigenvalue to determine whether or not solutions converge to the origin or not.
 

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