MHB Algebraic manipulations for system of differential equations

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The discussion revolves around finding values of \( k \) for which \( x^2 + ky^2 \) serves as a Lyapunov function for a specified system of differential equations. The user has attempted to derive \( \dot{V} \) and is struggling with terms that complicate the analysis, such as \( xy \) and higher powers. They have explored two methods: one involving a polar coordinate transformation and another through linearization at the origin, leading to potential values of \( k \) at 1 and 1/4. The user seeks feedback on the validity of their methods and how to improve their approach to establish local stability effectively. The conversation highlights the complexity of determining Lyapunov functions and the need for clearer strategies in handling nonlinear terms.
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I have a problem I would like some guidance on.

I need to find the values of $k$ for which $x^2+ky^2$ is a Liapunov function for the system $$\dot{x}=-x+y-x^2-y^2+xy^2, \dot{y}=-y+xy-y^2-x^2y$$

**My attempt:** $$\dot{V} = \frac{\partial V}{\partial x} \times \frac{dx}{dt} + \frac{\partial V}{\partial y} \times \frac{dy}{dt} = 2x(-x+y-x^2-y^2+xy^2)+2ky(-y+xy-y^2-x^2y)=-2x^2+2xy-2x^3-2xy^2+2x^2y^2-2ky^2+2kxy^2-2ky^3-2kx^2y^2 \leq 0$$

The thing that throws me off the most is the plural **values**.

Now this turns into a minimization problem.

I keep running into terms like $xy, y^3, x^3$, which are not "sign" friendly.

Should I look for terms that will "knockout" each other?

Should I use the AM-GM-HM inequality to help?
 
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I have a problem I would like some feedback on. I have spent 6 hours on it examining various techniques (numerically and analytically).

I need to find the values of $k$ for which $x^2+ky^2$ is a Liapunov function for the system $$\dot{x}=-x+y-x^2-y^2+xy^2, \dot{y}=-y+xy-y^2-x^2y$$

**My attempt:** $$\dot{V} = \frac{\partial V}{\partial x} \times \frac{dx}{dt} + \frac{\partial V}{\partial y} \times \frac{dy}{dt} = 2x(-x+y-x^2-y^2+xy^2)+2ky(-y+xy-y^2-x^2y)=-2x^2+2xy-2x^3-2xy^2+2x^2y^2-2ky^2+2kxy^2-2ky^3-2kx^2y^2 \leq 0$$

**Note:** Global stability is NEVER established because of the counterexample $(x,y)=(-2,0)$. Then, $$\dot{V}=2x(-x+y-x^2-y^2+xy^2)+2ky(-y+xy-y^2-x^2y)=2(-2)(2+0-4-0+0)+0=8 \nleq 0.$$ So we are concerned with establishing local stability only. It turns out that if $k=1$, then $$\dot{V}=-2x^2+2xy-2x^3-2xy^2+2x^2y^2-2y^2+2xy^2-2y^3-2x^2y^2=-2x^2-2y^2-2x^3-2y^3+2xy \leq 0 \implies x^2+y^2+x^3+y^3-xy \geq 0 \implies (x^2+y^2-xy)(x+y+1) \geq 0.$$
Upon solving the inequality, we see that for REAL $x,y$, the solution is $y\ \geq -x-1$. It turns out the domain of stability of the origin for $k=1$ is the set $x^2+y^2=\frac{1}{2}$.

**Method 1:** I tried $$x=r\cos\theta, y=\frac{r}{k}\sin\theta.$$ Then assuming my calculations are correct (I verified them several times) I end up with the following equation after multiplying all terms by $k^2$:
$$r^2\cos^2\theta-kr^2\sin\theta\cos\theta+k^2r^3\cos^3\theta+r^3\cos \theta-r^3\cos^3\theta-r^4\cos^2\theta+r^4\cos^4\theta+kr^2-kr^2\cos^2\theta-kr^3\cos\theta+kr^3\cos^3\theta+r^3\sin^3\theta+kr^4\cos^2\theta-kr^4\cos^4\theta \geq 0.$$

Upon attempting to bound terms, I ran into great difficulty (I won't elaborate here but it suffices to say I didn't get what I needed). This expression is monstrous, with lots of differing terms and exponents! **How can I proceed?**

**Method 2:** I linearized the system at the origin to get $$\dot{x}=-x+y, \dot{y}=-y,$$ which has eigenvalues $-1,-1$. Then $$\dot{V}=2x(-x+y)+2ky(-y)=-2x^2+2xy-2ky^2=x^2-xy+ky^2 \geq 0 \implies$$

$$(x-\frac{y}{2})^2 = x^2-xy+\frac{y^2}{4} or (x-\sqrt{k}y)^2=x^2-2\sqrt{k}xy+ky^2 \implies k=1/4$$.

I proceeded to verify this using the critical point test for multivariable functions and evaluated the determinant of the Hessian, obtaining $(-2/3,0)$ as a saddle point and $(2.239,-2.517)$ as a saddle point for $k=1/4$. I also graphed the surface on Google Plot.

**Summary:** I have tried different things and obtained $k>0$. My question is: **Which of my methods are valid, and how can they be improved?**

Thanks.

(I have crossposted this question on differential equations - Algebraic manipulation of Lyapunov function - Mathematics Stack Exchange, but have gotten little input.)
 

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