Clockwise or counterclockwise? (linear system phase portrait)

In summary, the question is how to determine if the solutions to a linear system are clockwise or counterclockwise based on the eigenvalues of the matrix. The simplest way to do so is to observe what the matrix does to the vectors (1,0) and (0,1). If the resulting transformation is a counter-clockwise rotation, then the matrix is counter-clockwise. If it is a clockwise rotation, then the matrix is clockwise.
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Homework Statement



Given a 2x2 matrix A with entries a,b,c,d (real) with complex eigenvalues I would like to know how to find out whether the solutions to the linear system are clockwise or counterclockwise. (Some kind of inequality between a,b,c,d).


Homework Equations





The Attempt at a Solution



I tried looking at the signs of each component of the derivative. It seems to me that clockwise means x1' > 0 and x2' < 0 for x1,x2 > 0 as long as x1 or x2 are not too small. Then I am not sure...
 
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  • #2
The simplest way is to see what the matrix does to (1, 0) and (0, 1).

For example, if the problem is
[tex]\frac{dX}{dt}= \left( \begin{array}{cc}0 & -1\\ 1 & 0\end{array}\right)X[/tex]
Then
[tex]\left( \begin{array}{cc}0 & -1\\ 1 & 0\end{array}\right)\left(\begin{array}{c} 1 \\ 0\end{array}\right)= \left(\begin{array}{c}0 \\ 1\end{array}\right)[/tex]
That's counter-clockwise rotation. The matrix
[tex]\left(\begin{array}{cc}0 & 1\\ -1 & 0\end{array}\right)[/tex]
has exactly the same eigenvalues but is clockwise rotation.
 

1. What is a linear system phase portrait?

A linear system phase portrait is a visual representation of the behavior of a linear system over time. It shows the trajectories of all possible states of the system, allowing for the analysis of stability and other important properties.

2. How is the direction of rotation determined in a clockwise or counterclockwise phase portrait?

The direction of rotation is determined by the sign of the coefficient of the dominant term in the system's characteristic equation. If the coefficient is positive, the phase portrait will rotate counterclockwise, and if it is negative, the portrait will rotate clockwise.

3. What does a clockwise phase portrait indicate about the system?

A clockwise phase portrait indicates that the system is unstable. This means that small perturbations in the initial conditions can lead to significant changes in the behavior of the system over time.

4. How can a system's stability be determined from its phase portrait?

The stability of a system can be determined by examining the behavior of the trajectories in the phase portrait. If all trajectories converge to a single point or remain bounded, the system is stable. If any trajectories diverge or spiral outwards, the system is unstable.

5. Can a system have both clockwise and counterclockwise rotation in its phase portrait?

No, a system can only have one direction of rotation in its phase portrait. This is because the direction of rotation is determined by the sign of the coefficient of the dominant term in the characteristic equation, and this coefficient cannot have both positive and negative values simultaneously.

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