MHB Can you determine the stability of a fixed point in a system of ODEs?

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    2015
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The discussion focuses on determining conditions for the asymptotic stability of the fixed point (0,0) in the given system of ordinary differential equations (ODEs). Participants are tasked with analyzing the system defined by the equations involving parameters, particularly the role of λ. The problem remains unanswered correctly by the participants, indicating a challenge in applying stability analysis techniques. A solution is provided by the thread's author, which likely outlines the necessary conditions on λ. The thread emphasizes the importance of understanding fixed point stability in the context of dynamical systems.
Euge
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Here is this week's POTW:

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Consider the following system of ODE on $\Bbb R^2$.

\begin{align}
\dot{x} &= y\\
\dot{y} &= \lambda y(1 - x^2) - x
\end{align}

Determine a condition(s) on $\lambda$ such that the fixed point $(0,0)$ is asymptotically stable.

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No one answered this week's problem correctly. You can read my solution below.
The associated Jacobian of the zero solution of the system is

$$J(\lambda) = \begin{pmatrix}0 & 1\\-1 & \lambda\end{pmatrix}$$

The eigenvalues of $J(\lambda)$ are $t_1 = \frac{\lambda + \sqrt{\lambda^2 - 4}}{2}$ and $t_2 = \frac{\lambda - \sqrt{\lambda^2 - 4}}{2}$. If $\lambda \ge 0$ and $t_1$ is real, then $t_1 \ge \frac{\lambda}{2} \ge 0$, which implies $(0,0)$ is not asymptotically stable; $\lambda \ge 0$ and $t_1$ is non-real, then $\operatorname{Re}(t_1) = \frac{\lambda}{2} \ge 0$ and the conclusion the same. So assume $\lambda < 0$. If $t_1$ is real, then $\lambda = -|\lambda| < -\sqrt{\lambda^2 - 4}$ $\implies$ $\lambda + \sqrt{\lambda^2 - 4} < 0$ $\implies$ $t_1 < 0$. Hence also $t_2 < 0$ and $(0,0)$ is asymptotically stable. If $t_1$ is non-real, then since $\operatorname{Re}(t_1) = \operatorname{Re}(t_2) = \frac{\lambda}{2} < 0$, we deduce again that $(0,0)$ is asymptotically stable. Therefore, the origin is asymptotically stable if and only if $\lambda < 0$.
 

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