Asymptotic behavior of coefficients

In summary, the conversation discusses a three term recurrence relation with coefficients that depend on a constant parameter. The recurrence relation involves two terms, and the conversation focuses on finding the asymptotic behavior of the coefficients as n approaches infinity. A method is suggested to solve the recurrence relation by treating the coefficients as constants and using the quadratic formula. The approximate solutions for small values of n are also discussed.
  • #1
intervoxel
195
1
I have a three term recurrence relation

[itex]
\[
a_0=1,
\]
\[
a_1=p_1(1)a_0,
\]
\begin{equation}\label{recurr}
\begin{array}{ccc}
a_{n}=p_1(n) a_{n-1}+p_2(n) a_{n-2}, && n\ge2.\\
\end{array}
\end{equation}

[/itex]

where

[itex]
\[
p_1(n)=\frac{\delta^2/\alpha\gamma}{(n+k)^2-\beta^2/\alpha^2}
\]
[/itex]

and

[itex]
\[
p_2(n)=-\frac{1}{(n+k)^2-\beta^2/\alpha^2},
\]
[/itex]

with
[itex]
\[
k=\pm\frac{\beta}{\alpha}
\]
[/itex]

I'm interested in the asymptotic behavior of the coefficients

[itex]
\[
a_n^{(1)}\sim ?
\]
[/itex]

and

[itex]
\[
a_n^{(2)}\sim ?
\]
[/itex]

when

[itex]
n\mapsto\infty

[/itex]

Any ideas?
 
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  • #2
Here's a trick that's often used in such problems. Take n large, then treat p0(n) and p1(n) as constants. You get a recurrence relation with constant coefficients, and it's possible to solve it by taking
[itex]a_n \sim \lambda^n[/itex]
and solving the resulting equation for [itex]\lambda[/itex]:

[itex]\lambda^2 = p_1 \lambda + p_0[/itex]
where
[itex]p_1 \sim \frac{\delta^2/\alpha\gamma}{n^2}[/itex]
[itex]p_2 \sim - \frac{1}{n^2}[/itex]

The solution is our old friend the quadratic formula:
[itex]\lambda = \frac{p_1 \pm \sqrt{p_1^2 + p_2}}{2} = - \frac{2p_2}{p_1 \mp \sqrt{p_1^2 + p_2}}[/itex]
which has these approximate solutions when n is small:
[itex]\lambda \sim p_1 \ll 1[/itex]
and
[itex]\lambda \sim \frac{p_2}{p_1} \sim \frac{\delta^2}{\alpha\gamma}[/itex]
So
[itex]a_n \sim \left(\frac{\delta^2}{\alpha\gamma}\right)^n[/itex]
 
  • #3
Thank you for the reply.
 

1. What is the definition of asymptotic behavior of coefficients?

The asymptotic behavior of coefficients refers to the long-term trend or pattern that a set of coefficients follows as the variable they are associated with approaches a certain limit or infinity.

2. How is the concept of asymptotic behavior of coefficients used in mathematics?

In mathematics, the concept of asymptotic behavior of coefficients is used to analyze the behavior of functions as the independent variable approaches certain values, such as infinity or zero. It helps to understand the overall trend or pattern of the function as the independent variable changes.

3. What is the significance of studying the asymptotic behavior of coefficients?

Studying the asymptotic behavior of coefficients can provide insight into the behavior of mathematical functions, especially in the long-term. It can help predict the overall trend of a function and make predictions about its behavior as the independent variable approaches certain values. This can be useful in various fields, such as physics, engineering, and economics.

4. Are there any limitations to using the concept of asymptotic behavior of coefficients?

Yes, there are limitations to using the concept of asymptotic behavior of coefficients. It assumes that the independent variable is approaching a specific value, which may not always be the case in real-world situations. Additionally, it may not accurately predict the behavior of functions with complex or erratic patterns.

5. How is the concept of asymptotic behavior of coefficients related to the concept of limits?

The concept of asymptotic behavior of coefficients is closely related to the concept of limits in mathematics. As a function approaches a certain limit, its coefficients also exhibit a certain behavior. This behavior can be described using the concept of asymptotic behavior of coefficients, providing a useful tool for understanding limits in mathematics.

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