# What is a limit cycle? Isolated, closed trajectories. 1. Not like a center. 2. Centers are closed, but not isolated. 3. Neighboring trajectories are NOT closed. Different forms: 1. **Stable** - Trajectories pull onto the limit cycle 2. **Unstable** - Trajectories are repelled by the limit cycle. **A imit cycle is a explicitly nonlinear phenomenon.** You can't identify if there is a limit cycle by using linearizing methods. # How do we find limit cycles? ## How do we rule out a closed loop? ### Dulac's Criterion: If we have some flow field: $$ \dot{\vec{x}}= f(\vec x)$$ - If we can find a function $\zeta(x,y)$ such that $\nabla \cdot (\zeta f))$ does not change sign in some region of $R$, then there's no limit cycle in that region. - If in some region $R$, $\zeta(x,y)$ s.t : $$ \frac{\partial}{\partial x} (\zeta(x,y) f_1(x,y)) + \frac{\partial}{\partial y}(\zeta(x,y) f_2(x,y))$$ is of constant sign, then there are no closed orbits in R. Finding $\zeta$ is tricky. Example: $\dot x = y$ $\dot y = -x -y + x^2 + y^2$ Assume $\zeta(x,y) = 1$ $\partial / \partial x (y) + \partial / \partial y (-x - y +x^2 +y^2) /rightarrow 0 + (-1+2y)$ Assume $\zeta(x,y) = e^{\alpha x}$ $\partial / \partial x (e^{\alpha x} y) + \partial / \partial y (e^{\alpha x} (-x - y +x^2 +y^2))$ $\alpha e^{\alpha x} y + 2 y e^{\alpha x} - e^{\alpha x}$ $e^{\alpha x}((\alpha+2) y -1)$ Now let $\alpha = -2$ $\nabla \cdot (\zeta f) = e^{-2 x}$ Now a special note: These functions can define where limit cycles can't be. If the function doesn't change sign for a subset of R, there can't be a limit cycle contained in that subset. There CAN be a limit cycle that crosses the point the function changes sign. ### Lyapunov Function Aleksander Lyapunov (Liapunov)