Liapunov function (扁頭科學's question at Yahoo Answers)

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In summary, a suitable Liapunov function of the form ax^2+cy^2 can be constructed to show that the critical point at the origin is asymptotically stable for the given system of differential equations. This is proven by showing that the Lyapunov function is strictly negative for all points except (0,0), making it a Strict Lyapunov Function.
  • #1
Fernando Revilla
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Here is the question:

Construct a suitable Liapunov function of the form ax^2+cy^2,
where a and c are to be determined. Then show that the critical
point at the origin is of the indicated type.
1. dx/dt = -x^3+xy^2, dy/dt = -2x^2y-y^3; asymptotically stable

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Differential equation (Liapunov function)? - Yahoo! Answers

I have posted a link there to this topic so the OP can find my response.
 
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  • #2
Hello 扁頭科學,

If $f(x,y)=ax^2+cy^2$, then: $$L_v(f)(x,y)=\nabla f(x,y)\cdot (v_1,v_2)=(2ax,2cy)\cdot (-x^3+xy^2,-2x^2y-y^3)=\\-2ax^4+2ax^2y^2-4cx^2y^2-2cy^4$$ If $a=c=1$, we get $L_v(f)(x,y)=-2(x^4+x^2y^2+y^4)<0$ for all $(x,y)\ne (0,0)$. This means that $f$ is a Strict Lyapunov Function at $(0,0).$ As a consequence, $(0,0)$ is asymptotically stable.
 

FAQ: Liapunov function (扁頭科學's question at Yahoo Answers)

What is a Liapunov function?

A Liapunov function is a mathematical tool used in the study of stability of dynamical systems. It is a scalar function that can determine the stability of a system by analyzing its behavior at different points in time.

How is a Liapunov function used in scientific research?

A Liapunov function is often used in the field of control theory and nonlinear dynamics to analyze the stability of a system. It can also be used to design control systems that can stabilize a system and maintain its stability even in the presence of disturbances.

Can a Liapunov function be used for all types of dynamical systems?

No, a Liapunov function can only be used for certain types of dynamical systems that satisfy certain conditions. It is most commonly used for autonomous systems, which are systems that do not depend on time explicitly.

What are the advantages of using a Liapunov function?

One of the main advantages of using a Liapunov function is that it provides a rigorous mathematical framework for analyzing the stability of dynamical systems. It also allows for the design of control systems that can stabilize a system, making it useful in various engineering applications.

Are there any limitations to using a Liapunov function?

Yes, there are some limitations to using a Liapunov function. It can only determine the stability of a system at a specific point in time and does not provide information about the long-term behavior of a system. It also requires certain conditions to be satisfied, which may not always hold in real-world systems.

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