Solve Gaussian Integral: A from \int^{-\infty}_{+\infty} \rho (x) \,dx = 1

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Homework Help Overview

The discussion revolves around determining the constant A in the Gaussian distribution function \(\rho(x) = Ae^{-\lambda (x-a)^2}\) using the normalization condition \(\int^{-\infty}_{+\infty} \rho(x) \,dx = 1\). Participants are exploring integration techniques related to Gaussian integrals.

Discussion Character

  • Exploratory, Mathematical reasoning, Assumption checking

Approaches and Questions Raised

  • One participant attempts to integrate the probability density function and set it equal to one but encounters difficulties with the integration process. They express uncertainty about the integral of \(e^{u^2}\) after a substitution. Others point out errors in their manipulation of the exponential function and suggest looking up relevant integrals, including the error function.

Discussion Status

The discussion is active, with participants providing guidance on integral resources and suggesting specific functions like the error function. There is a mix of attempts to clarify misunderstandings and share useful references, but no consensus has been reached on the integration method.

Contextual Notes

Participants mention looking up integrals and using external resources, indicating a reliance on additional materials to assist in solving the problem. There is also a recognition of potential gaps in knowledge due to time away from the subject.

DukeLuke
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Homework Statement


Consider the gaussian distribution shown below

\rho (x) = Ae^{-\lambda (x-a)^2

where A, a, and \lambda are positive real constants. Use \int^{-\infty}_{+\infty} \rho (x) \,dx = 1 to determine A. (Look up any integrals you need)

Homework Equations


Given in question above

The Attempt at a Solution


My plan was to integrate the probability density set it equal to one and then solve for A. The problem is I'm getting stuck on the integration. I started by pulling the constants out of the integral and doing the substitution u=x-a that left me with
Ae^{-\lambda} \int^{+\infty}_{-\infty} e^{u^2}\,du
It's been a while since calc II and I can't figure out how to do this one (even though it looks so simple). I also tried looking it up in a integral table but couldn't find it. Any help would be appreciated.
 
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You have made an error.

<br /> e^{-\lambda u^2} \neq e^{-\lambda}e^u^2=e^{-\lambda+u^2}<br />
 
DukeLuke said:
… (Look up any integrals you need) …

I also tried looking it up in a integral table but couldn't find it. Any help would be appreciated.

Hi DukeLuke! :wink:

You need the erf(x) function … see http://en.wikipedia.org/wiki/Error_function :smile:

(btw, there is a way to integrate ∫e-u2du: it's √(∫e-u2du)∫e-v2dv), then change to polar coordinates :wink:)
 
Cyosis said:
You have made an error.
<br /> e^{-\lambda u^2} \neq e^{-\lambda}e^u^2=e^{-\lambda+u^2}<br />

Thanks, man am I getting rusty over the summer

tiny-tim said:
You need the erf(x) function

I looked at it but I'm lost on how to use it solve this problem. Could you help me get started?
 
DukeLuke said:
(Look up any integrals you need)
Have you tried this bit of advise? You even know the relevant keywords (hint: use the title of this thread). Google is your friend.
 
\int_{-\infty}^{\infty} e^{-(x+b)^2/c^2}\,dx=|c| \sqrt{\pi}

Thanks, using the integral above from Wikipedia c = \frac{1}{\sqrt{\lambda}}. From there I get A = \frac{\sqrt{\lambda}}{\sqrt{\pi}}.
 
Looks correct, studying griffiths' quantum mechanics I see :D
 
Yep, thought I would get a head start before the fall semester begins.
 

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