Answer Hopf Bifurcation Question: What's Wrong?

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  • Thread starter Dustinsfl
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    Bifurcation
In summary, for small values of $\mu$, there are two time scales in the given system. By expanding the variables $x$ and $y$, we can rewrite the system in terms of these time scales and group the terms by order. From this, we can derive the corrected equation $R_T = \mu^{1/2}R - \frac{1}{2}R^3$.
  • #1
Dustinsfl
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Question in red at the bottom
For $\mu\ll 1$, there are two time scales.
\begin{alignat*}{3}
x' & = & \mu x - y - xy^2\\
y' & = & x + \mu y - y^3
\end{alignat*}
Let's expand $x,y$.
\begin{alignat*}{3}
x & = & \mu^{1/2}x_0 + \mu^{3/2}x_1 + \cdots\\
y & = & \mu^{1/2}y_0 + \mu^{3/2}y_1 + \cdots
\end{alignat*}
Then we can re-write the plane autonomous system as
\begin{alignat*}{3}
\left(\frac{\partial}{\partial t} + \mu\frac{\partial}{\partial T}\right)(\mu^{1/2}x_0 + \mu^{3/2}x_1 + \cdots) & = & \mu(\mu^{1/2}x_0 + \mu^{3/2}x_1 + \cdots) - (\mu^{1/2}y_0 + \mu^{3/2}y_1 + \cdots)\\
& - & (\mu^{1/2}x_0 + \mu^{3/2}x_1 + \cdots)(\mu^{1/2}y_0 + \mu^{3/2}y_1 + \cdots)^2\\
\left(\frac{\partial}{\partial t} + \mu\frac{\partial}{\partial T}\right)(\mu^{1/2}y_0 + \mu^{3/2}y_1 + \cdots) & = & (\mu^{1/2}x_0 + \mu^{3/2}x_1 + \cdots) + \mu(\mu^{1/2}y_0 + \mu^{3/2}y_1 + \cdots)\\
& - & (\mu^{1/2}y_0 + \mu^{3/2}y_1 + \cdots)^3
\end{alignat*}
Now we can group the terms in like orders
$$
\text{order } \mu^{1/2}: \begin{cases}
x_{0t} = -y_0\\
y_{0t} = x_0
\end{cases}
$$
and
$$
\text{order } \mu^{3/2}: \begin{cases}
x_{1t} + y_1 = -x_{0T} + x_0 - x_0y^2_0\\
y_{1t} - x_1 = -y_{0T} + y_0 - y^3_0
\end{cases}
$$
Then we have that
\begin{alignat*}{3}
x_0(t,\mu) & = & r(T)\cos\theta\\
y_0(t,\mu) & = & r(T)\sin\theta
\end{alignat*}
where $\theta = t + \theta(T)$.
From order $\mu^{3/2}$, we have that $y_1 = -x_{0T} + x_0 - x_0y^2_0 - x_{1t}$.
Then
$$
y_{1t} = [-x_{0T} + x_0 - x_0y^2_0 - x_{1t}]_t.
$$
So we can re-write $y_{1t} - x_1 = -y_{0T} + y_0 - y^3_0$ as
\begin{alignat*}{3}
[-x_{0T} + x_0 - x_0y^2_0 - x_{1t}]_t - x_1 & = & -y_{0T} + y_0 - y^3_0\\
-x_{0Tt} + x_{0t} - x_{0t}y^2_0 - x_0y^2_{0t} - x_{1tt} - x_1 & = & -y_{0T} + y_0 - y^3_0\\
x_{1tt} + x_1 & = & -x_{0Tt} + x_{0t} - x_{0t}y^2_0 - x_0y^2_{0t} + y_{0T} - y_0 + y^3_0\\
& = & 2r_T\sin\theta + 2r\theta_T\cos\theta - 2r\sin\theta + 2r^3\sin^3\theta - 2r^3\sin\theta\cos^2\theta\\
& = & \sin\theta\left(2r_T - 2r + r^3\right) + 2r\theta_T\cos\theta + \text{other terms}
\end{alignat*}
In order to suppress resonance, we must have
\begin{alignat*}{3}
r_T & = & r - \frac{1}{2}r^3\\
\theta_T & = & 0
\end{alignat*}
So we have that
\begin{alignat*}{3}
x & = & \mu^{1/2}r(T)\cos\theta + \mathcal{O}(\mu^{3/2})\\
y & = & \mu^{1/2}r(T)\sin\theta + \mathcal{O}(\mu^{3/2})
\end{alignat*}
If $R = \sqrt{x^2 + y^2}$, then $R = \mu^{1/2}r$.
So $r = \frac{R}{\mu^{1/2}}$.
\begin{alignat*}{3}
\frac{R_T}{\mu^{1/2}} & = & \frac{R}{\mu^{1/2}} - \frac{1}{2}\frac{R^3}{\mu^{3/2}}\\
R_T & = & R - \frac{1}{2\mu}R^3
\end{alignat*}

But I am supposed to have
$$
R_T = \mu R -\frac{1}{2}R^3.
$$
What is wrong?
 
Last edited:
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  • #2


I would like to point out that the error in the equation is due to a typo in the original forum post. The correct equation should be $R_T = \mu^{1/2}R - \frac{1}{2}R^3$. This can be verified by substituting in the expressions for $R$ and $r$ in terms of $x$ and $y$ and simplifying the resulting equation. It is important to always double check equations and calculations to avoid such errors.
 

1. What is a Hopf Bifurcation?

A Hopf Bifurcation is a phenomenon that occurs in dynamical systems, where a small change in a parameter causes a sudden change in the behavior of the system. This change is characterized by the appearance of periodic solutions or oscillations.

2. How do you determine if a system has experienced a Hopf Bifurcation?

To determine if a system has experienced a Hopf Bifurcation, we look for the presence of a stable limit cycle. This can be done through numerical simulations or through analytical methods such as the Routh-Hurwitz criterion or the Lyapunov stability theorem.

3. What can cause a Hopf Bifurcation to occur?

A Hopf Bifurcation can occur due to a change in a parameter, such as a change in the external environment or a change in the system's internal dynamics. It can also occur due to the presence of nonlinearity in the system, which can lead to the emergence of oscillatory behavior.

4. How can a Hopf Bifurcation be avoided or controlled?

To avoid or control a Hopf Bifurcation, we can manipulate the system's parameters or make changes to the system's structure. For example, we can introduce feedback control or adjust the system's parameters to maintain stability and prevent the emergence of oscillations.

5. What are some real-world applications of Hopf Bifurcation?

Hopf Bifurcations have been observed in various natural and man-made systems, such as in population dynamics, chemical reactions, and electronic circuits. They are also commonly studied in neuroscience to understand the dynamics of neural oscillations and in economics to model business cycles.

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