Analyzing a Difference Equation

In summary, the original equation y'' = y\sin x has a radius of convergence around 0 where the serie converges.
  • #1
Theia
122
1
Hello!

I started to study a differential equation, and turned the problem into a difference equation (\(\displaystyle a_0, a_1 \in \mathbb{R}, a_2 = 0, a_3 = \frac{a_0 + a_1}{6}\))

\(\displaystyle a_{v+2} = \frac{v^2a_v + a_{v-1}}{(v+1)(v+2)}\), where \(\displaystyle v \ge 2\).

The numbers \(\displaystyle a_v\) are coefficients of a serie solution to the original differential equation.

But now the question: I'd like to prove if the serie converges or not (i.e. is it usefull at all). But how is this done in this case? As far as I can see, the difference equation has not err... a nice solution and so all I have is the difference equation. Sometimes I've seen, someone takes a limit of an equation and assumes \(\displaystyle a_{\infty} = a\) and then substituting this into the equation. But this method clearly fails in this case. Are there another methods?

Thank you! ^^
 
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  • #2
Hmm, well one thing you could say, if you were trying to take the limit as $v\to\infty$, is that
\begin{align*}
\lim_{v\to\infty}a_{v+2}&=\lim_{v\to\infty}\frac{v^2a_v+a_{v-1}}{v^2+3v+2} \\
&=\lim_{v\to\infty}\frac{a_v+\frac{a_{v-1}}{v^2}}{1+\frac{3}{v}+\frac{2}{v^2}}.
\end{align*}
From this, we see that $a_{v+2}\to a_v$. This isn't a proof of convergence, but I think I'd be shocked if it didn't.
 
  • #3
Ackbach said:
Hmm, well one thing you could say, if you were trying to take the limit as $v\to\infty$, is that
\begin{align*}
\lim_{v\to\infty}a_{v+2}&=\lim_{v\to\infty}\frac{v^2a_v+a_{v-1}}{v^2+3v+2} \\
&=\lim_{v\to\infty}\frac{a_v+\frac{a_{v-1}}{v^2}}{1+\frac{3}{v}+\frac{2}{v^2}}.
\end{align*}
From this, we see that $a_{v+2}\to a_v$. This isn't a proof of convergence, but I think I'd be shocked if it didn't.

I'm afraid that doesn't quite fly.
Consider for instance $a_v = \ln v$ that satisfies the criterion $a_{v+2}\to a_v$. Successive terms get arbitrarily close to each other... but the sequence still does not converge.

Anyway, if we pick for instance $a_0=a_1=0$, the sequence does converge.
I'm not sure yet if it holds for the general case though.
 
  • #4
*sigh* I've tried a ratio test to attack on this. Just to see that it is inconclusive... Also trying to write e.g. \(\displaystyle a_{v+4}\) in terms of lower indices seems not to work and all I got was that \(\displaystyle a_{v+4} \to a_{v+2}\), which we already know.

To make a numerical study, I coded a program that computes the coefficients until one of them is smaller than \(\displaystyle 10^{-9}\). If I got everything right, it looks like that needs about million terms (plus some hundreds of thousands terms depending on initial values)... But still, it is not saying anything does it really converge or not... Maybe this needs quite a tricky way to be handled properly. (Sadface)
 
  • #5
... Nice. Post just disappeared. -.- Anyway, if one writes \(\displaystyle a_v = \alpha_va_0 + \beta_va_1\), then one obtains two sequences pure numbers, namely

\(\displaystyle \alpha_0 = 1, \alpha_1 = \alpha_2 = 0, \alpha_3 = \frac{1}{6}, \ldots\) and \(\displaystyle \beta_0 = 0, \beta_1 = 1, \beta_2 = 0, \beta_3 = \frac{1}{6}, \ldots\).

Then one can compute more easily the continuation (the same original equation applies to both sequences). But does this help or not, I have no idea.
 
  • #6
*phew* After some err... months(?!) I finally got an answer whether the serie - mentioned in the first post - converges or not. The answer is that there is some sort of radius of convergence around 0 where the serie converges and it is the solution for the ode I was studying (well... I'm still).

Shortly, I was/am studying ode \(\displaystyle y'' = y\sin x\). Near \(\displaystyle x = 0\) I derived another form of the ode, namely \(\displaystyle (1 - t^2)u'' -tu' - tu =0\) (\(\displaystyle \ ' = \tfrac{d}{dt}\)), which clearly has singular points at \(\displaystyle t = \pm 1\) (with the fact that substitution \(\displaystyle t = \sin x\) was used), there is no point to try to search values other than \(\displaystyle |x| \le 1\). But some numerical computations I made, gave me also a hint that the serie will break earlier, about at \(\displaystyle x \approx \sin 1\). (Up to about 9 million terms used.)

Being such, I think this question is answered and case closed. I'll see what I can and want to do with the ode. Thank you again all the helpers! ^^
 
Last edited:

FAQ: Analyzing a Difference Equation

What is a difference equation?

A difference equation is a mathematical equation used to describe the relationship between the present value of a variable and its past values. It is commonly used in fields such as physics, engineering, and economics to model the behavior of dynamic systems.

How is a difference equation different from a differential equation?

A difference equation deals with discrete changes in a variable over time, while a differential equation deals with continuous changes. In other words, a difference equation is used for systems that change in steps, while a differential equation is used for systems that change continuously.

What is the purpose of analyzing a difference equation?

The purpose of analyzing a difference equation is to understand the behavior and dynamics of a system over time. By solving the equation, we can predict how the system will change in the future and gain insights into its stability, equilibrium points, and other important characteristics.

What are the steps involved in analyzing a difference equation?

The steps involved in analyzing a difference equation include: identifying the independent and dependent variables, determining the initial conditions, solving the equation, and interpreting the results. It may also involve graphing the solution and testing for stability and convergence.

Can difference equations be used to model real-world systems?

Yes, difference equations can be used to model real-world systems. Many natural and social phenomena can be described using difference equations, such as population growth, economic trends, and physical processes. However, the accuracy of the model depends on the assumptions and simplifications made in the equation.

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