Asymptotic Expansion of Integrals Using Laplace's Method

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Homework Help Overview

The discussion revolves around the asymptotic expansion of integrals using Laplace's Method, specifically focusing on the integral defined as \( I_n(x) = \int^{2}_{1} (\log_{e}t) e^{-x(t-1)^{n}}dt \). Participants are exploring the behavior of this integral as \( x \) approaches infinity, particularly for values of \( n \) between 0 and 2.

Discussion Character

  • Exploratory, Conceptual clarification, Assumption checking

Approaches and Questions Raised

  • Participants are attempting to identify the maximum of the function \( g(t) = -(t-1)^{n} \) and its implications for the integral. There is confusion regarding the behavior of \( g(t) \) at \( t=1 \) and the relevance of the Taylor expansion of \( \log_{e}t \) in this context. Questions are raised about the nature of maxima and the use of higher-order terms in Taylor expansions.

Discussion Status

The discussion is ongoing, with participants questioning the assumptions made about the maximum of \( g(t) \) and the application of Taylor series. Some guidance has been offered regarding the use of higher-order terms, but there is no explicit consensus on the interpretation of the functions involved.

Contextual Notes

Participants are working under the constraints of a homework problem, which may limit the information available for discussion. The focus on asymptotic behavior and the specific range of \( n \) adds complexity to the analysis.

wel
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Consider the integral
\begin{equation}
I_n(x)=\int^{2}_{1} (log_{e}t) e^{-x(t-1)^{n}}dt
\end{equation}
Use Laplace's Method to show that
\begin{equation}
I_n(x) \sim \frac{1}{nx^\frac{2}{n}} \int^{\infty}_{0} \tau^{\frac{2-n}{n}} e^{-\tau} d\tau \end{equation}
as x\rightarrow\infty.
where 0<n\leq2. Hence find the leading order behaviour of I_{1}(x). and I_{2}(x) as x\rightarrow \infty.

=>
Its really difficult question for me.

Here,

g(t) = -(t-1)^{n} has the maximum at t=0

but h(t)= log_{e}t at t=0
h(0)=0.
so I can not go any further. PLEASE HELP ME.
 
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I believe you meant g reaches its maximum at t = 1.
Indeed, h(1) = 0, but that shouldn't be a problem, just use higher order terms in the Taylor expansion of the logarithm.
 
Xiuh said:
I believe you meant g reaches its maximum at t = 1.
Indeed, h(1) = 0, but that shouldn't be a problem, just use higher order terms in the Taylor expansion of the logarithm.

at t=1, g(t) =0, how can i say it is maximum?

what is the Taylor expansion of the log_{e} t?
 
wel said:
at t=1, g(t) =0, how can i say it is maximum?

what is the Taylor expansion of the log_{e} t?

g is decreasing.

Do you remember what a Taylor series is? That's basic if you want to calculate asymptotic expansions of integrals.
 

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