DE question, how can I use straight line trajectories to come up with

Click For Summary
SUMMARY

This discussion focuses on utilizing eigenvectors and eigenvalues to derive formulas for straight line trajectories in linear differential equations. The user, James, outlines the process of generating trajectories using the equations {x1[t_], y1[t_]} = eigenvector[1] E^(eigenvalue[1] t) and {x2[t_], y2[t_]} = eigenvector[2] E^(eigenvalue[2] t). To adjust the starting point of these trajectories to specific coordinates (x[0] = A, y[0] = B), the solution can be expressed as {x[t],y[t]} = C1 {x1[t], y1[t]} + C2 {x2[t], y2[t]}, where C1 and C2 are determined based on the desired starting point.

PREREQUISITES
  • Understanding of linear differential equations
  • Knowledge of eigenvalues and eigenvectors
  • Familiarity with exponential functions in mathematical modeling
  • Basic skills in manipulating linear combinations of vectors
NEXT STEPS
  • Study linear differential equations and their properties
  • Learn about eigenvalue problems in linear algebra
  • Explore the application of exponential functions in differential equations
  • Research techniques for adjusting initial conditions in differential equations
USEFUL FOR

Mathematicians, physics students, and engineers working with differential equations, particularly those interested in trajectory analysis and linear systems.

jlatshaw
Messages
16
Reaction score
0
Ok, so this is a differential equation question.
How can I use the eigenvectors/eigenvalues to find the formulas for straight line trajectories and from those formulas that I come up with, how can I alter them so as to start at any given point that I would like them to (like with starter data)?

I know that I can come up with the straight line trajectories starting at the tips of the eigenvectors using:

{x1[t_], y1[t_]} = eigenvector[1] E^(eigenvalue[1] t)
{x2[t_], y2[t_]} = eigenvector[2] E^(eigenvalue[2] t)

Using the above, then if I want my solution plots to obey certain starter data, say x[0] = A, y[0] = B,
What do I have to do to the above to make the by solution plots start at those values?
Any suggested reading or videos on the subject to get a good understanding of it?

Thanks for any help,
-James
 
Last edited by a moderator:
Physics news on Phys.org
Ok, so I figured it out:

If you have a DE system that is linear, then if we know eigenvalue and eigenvectors of a coefficient matrix A, we know that trajectory plots starting at the ends of the eigenvectors will be:

{x1[t_], y1[t_]} = eigenvector[1] E^(eigenvalue[1] t)
{x2[t_], y2[t_]} = eigenvector[2] E^(eigenvalue[2] t)

These will go with the flow. However, if we would like to start at any point, then we can say:

{x[t],y[t]} = C1 {x1[t], y1[t]} + C2 {x2[t], y2[t]}
where C1 and C2 are chosen, based off of the coefficients of {x1[t], y1[t]} and {x2[t], y2[t]} such that the resulting coefficients will be where you want the trajectory to start.
This is all possible because the system is linear.
 

Similar threads

  • · Replies 2 ·
Replies
2
Views
2K
Replies
17
Views
3K
  • · Replies 6 ·
Replies
6
Views
2K
  • · Replies 1 ·
Replies
1
Views
2K
  • · Replies 98 ·
4
Replies
98
Views
7K
Replies
4
Views
2K
  • · Replies 3 ·
Replies
3
Views
3K
  • · Replies 18 ·
Replies
18
Views
4K
  • · Replies 7 ·
Replies
7
Views
2K