Evaluate Gaussian Integral with Complex $\mu$ and $\sigma$

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Homework Help Overview

The discussion revolves around evaluating a Gaussian integral with complex parameters, specifically where both the mean ($\mu$) and standard deviation ($\sigma$) are complex numbers. Participants explore the implications of these complex values on the convergence and evaluation of the integral.

Discussion Character

  • Exploratory, Assumption checking, Conceptual clarification

Approaches and Questions Raised

  • Participants attempt to express the complex parameters in terms of their real and imaginary components and discuss how this affects the integral's form. Questions arise regarding the conditions for convergence based on the real part of the exponent in the integrand.

Discussion Status

Some participants have made attempts to derive results from the integral and have shared their findings, while others express interest in further exploring the topic. There is a mix of approaches, with some participants questioning the assumptions made regarding convergence and the effects of complex parameters.

Contextual Notes

There is an ongoing discussion about the implications of the values of $\sigma$ on the convergence of the integral, particularly when considering its real part. Participants are also navigating the complexities introduced by the parameters being in the complex plane.

bigplanet401
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Evaluate:
<br /> \frac{1}{\sqrt{2\pi} \sigma} \int_{-\infty}^{\infty} \, dx \, exp\left[-\frac{(x - \mu)^2}{2\sigma^2}\right] \, ,<br />
where $\mu$ and $\sigma$ are complex numbers.
I tried writing
<br /> \begin{align}<br /> \sigma &amp;= s_1 + is_2 \,\\<br /> \mu &amp;= m_1 + i m_2 \, .<br /> \end{align}<br />
The integral turned into
<br /> \int_{-\infty}^{\infty} \, dx \, e^{x(A + iB)} e^C \, ,<br />
where A, B and C are constants. But then things got dark.
 
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bigplanet401 said:
Evaluate:
<br /> \frac{1}{\sqrt{2\pi} \sigma} \int_{-\infty}^{\infty} \, dx \, exp\left[-\frac{(x - \mu)^2}{2\sigma^2}\right] \, ,<br />
where $\mu$ and $\sigma$ are complex numbers.
I tried writing
<br /> \begin{align}<br /> \sigma &amp;= s_1 + is_2 \,\\<br /> \mu &amp;= m_1 + i m_2 \, .<br /> \end{align}<br />
The integral turned into
<br /> \int_{-\infty}^{\infty} \, dx \, e^{x(A + iB)} e^C \, ,<br />
where A, B and C are constants. But then things got dark.

Convergence appears to me to be dependent upon the value of sigma as this will determine the sign of the exponential coefficient in the Euler expansion of the integrand. One would think that when it is less than zero, the integral converges but diverges when the exponent is greater than or equal zero. That is, when is:

Re[-\frac{1}{2\sigma^2}]&lt; 0;\quad \sigma\in \mathbb{C}

and when is it greater than or equal to zero?
 
You guys mind if I run with this? It's very interesting and I need the practice too as I'm just learning Complex Analysis. Seems to me the integral can be characterized by the attached plot of the complex-sigma plane (mu has no effect on the value of the integral). That is, the integral has one value in red, another value in blue and something else in clear.

Bigplanet, would you kindly provide a proof or contradiction of such.

Perhaps someone in here more qualified than me could comment as well.:smile:
 

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Hi Salty,
I took another crack at the integral last night and got a closed-form result by using the prescription (1) and (2), and completing the square:
<br /> \text{(Integral)} = \frac{1}{\sqrt{2\pi} \sigma} \times \sqrt{2\pi}\frac{| \sigma |^2}{\sigma^*}<br /> = 1 .<br />
(Normalization is preserved even though \mu and \sigma live in \mathbb{C}).
 
Last edited:
bigplanet401 said:
Hi Salty,
I took another crack at the integral last night and got a closed-form result by using the prescription (1) and (2), and completing the square:
<br /> \text{(Integral)} = \frac{1}{\sqrt{2\pi} \sigma} \times \sqrt{2\pi}\frac{| \sigma |^2}{\sigma^*}<br /> = 1 .<br />
(Normalization is preserved even though \mu and \sigma live in \mathbb{C}).

Ok Bigplanet. It's not happening for me then. Thanks for replying.:smile:
 

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