Questions tagged [gaussian-integral]

For questions regarding the theory and evaluation of the Gaussian integral, also known as the Euler–Poisson integral is the integral of the Gaussian function $~e^{−x^2}~$ over the entire real line. . It is named after the German mathematician Carl Friedrich Gauss.

The Gaussian integral or, Euler–Poisson integra or, the probability integral , closely related to the erf function, appears in many situations in engineering mathematics and statistics. It can be defined by

$$I(\alpha)=\int_{-\infty}^{+\infty}e^{-\alpha ~x^2}~ dx$$

Laplace $~(1778)~$ proved that $$\int_{-\infty}^{+\infty}e^{- ~x^2}~ dx=\sqrt{\pi}$$

Applications:

The integral has a wide range of applications. For example, with a slight change of variables it is used to compute the normalizing constant of the normal distribution. The same integral with finite limits is closely related to both the error function and the cumulative distribution function of the normal distribution. In physics this type of integral appears frequently, for example, in quantum mechanics, to find the probability density of the ground state of the harmonic oscillator. This integral is also used in the path integral formulation, to find the propagator of the harmonic oscillator, and in statistical mechanics, to find its partition function.

Some other forms:

$$\int_{-\infty}^{+\infty}e^{-\alpha ~x^2}~ dx=\sqrt{\frac{\pi}{\alpha}}$$

$$\int_{0}^{\infty}e^{-\alpha ~x^2}~ dx=\frac{1}{2}~\sqrt{\frac{\pi}{\alpha}}$$

$$\int_{-\infty}^{+\infty}e^{-\alpha ~x^2+bx}~ dx=e^{\frac{b^2}{4\alpha}}\sqrt{\frac{\pi}{\alpha}}$$

$$\int_{0}^{+\infty}e^{i\alpha ~x^2}~ dx=\frac{1}{2}~\sqrt{\frac{i~\pi}{\alpha}}$$

$$\int_{0}^{+\infty}e^{-i\alpha ~x^2}~ dx=\frac{1}{2}~\sqrt{\frac{\pi}{i~\alpha}}$$

References:

https://en.wikipedia.org/wiki/Gaussian_integral

http://mathworld.wolfram.com/GaussianIntegral.html

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Fastest way to solve Gaussian Integral

The Gaussian integral is defined as $$\int_0^\infty e^{-x^2}dx.$$ I know there are many ways to solve it, but what would be the fastest you know?
yahiko
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Find the area under a Gaussian

I have a Gaussian function defined by: $h_{\alpha}(x)=\exp(-\alpha x^2)$ How do I find the area under the graph for an arbitrary value of $\alpha$ My working: $\displaystyle∫_{−∞}^\infty \exp⁡(−^2 )\ =\sqrt{}$ $\displaystyle∫_{−∞}^\infty \exp⁡(−a^2…
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Gaussian quadrature method when $n=2$. Function to be approximate is $\arcsin$, how to do it properly when weights are not given?

So, there is a an exercise of numerical integration using Gaussian quadrature method. The givens are: f(x) = arcsin x, a = −1, b = 1, i = 2 I was just wondering, do I need to use the know formula for the $n=2$ to integrate the function, which is…
user
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Integrating $\int dx \int dy (x-y)^2 xy \exp(-a(x-y)^2)$

Any useful change of variable possible to make the integration easier ? $$ \int dx \int dy (x-y)^2 xy \exp(-a(x-y)^2) $$
isoura
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Regarding Gaussian integrals, I'm confused about how you combine completing the square and differentiating under the integral sign.

Sorry if this question has been asked before. I have done some googling but with no luck. I'm not sure how to explain exactly so I'll just write the maths. Is this statement true? $$\int_{-\infty}^{\infty} x^2*e^{-(x-b)^2}dx =…
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Integrating Gaussian type integrand

Any idea how to perform these two integrations? 1. $$ \int_{0}^{\infty} \frac{exp(-a x^2)}{x^2(x^2+\kappa^2)} dx $$ 2. $$ \int_{0}^{\infty} \frac{exp(-a x^2)}{(x^2+\kappa^2)} dx $$ second integration is same as equation 1.42 of this link
isoura
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How do I solve $\int _1^{\infty} e^{-x^2} dx$

How do I solve $$\int _1^{\infty} e^{-x^2} dx?$$ I solved like this. let $I = \int _1^{\infty} e^{-x^2} dx$ then $I^2 = \int _1^{\infty} \int _1^{\infty} e^{-x^2 -y^2} dxdy$ If I change the cartetian coordinate to the polar coordinate. $I^2 = \int…
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computation using gaussian integral

Using that the Gaussian integral $\int_0^{\infty}e^{-x^2}\;dx$ is equal to $\sqrt{\pi}/2$, compute the following integral $$ \int_0^{\infty}e^{-\left(x^2+\frac{a^2}{x^2}\right)}\;dx$$ where $a>0$ is a parameter.
elliptic
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n-dimensional Gaussian integrals

I see an $n$-dimensional Gaussian integrals like this:$$\int_{-\infty}^\infty d^m le^{-\alpha l^2}=\int_0^\infty dl l^{m-1} S_m e^{-\alpha l^2},\,S_m:=\frac{2\pi^{m/2}}{\Gamma\left(\frac12 m\right)}$$Please show me how they do that?
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How to find an equation through graph?

I did some beam forming simulations in Matlab and after all the calculations I end up in a graph that looks like the attached image. Now I want to find an equation that fits this graph. For example I know the vector x=[1:1:20] and I need to find the…
Sadaf
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Numerical integration of a dataset with method other than the trapezoidal rule

I have some points and their respective coordinates and I would like to integrate them. However, I don't know the underlying function that produced them. I was wondering if there is a method other than the trapezoidal rule with which I would…
dimpep
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I need to get the Derivative of Expectation of Gaussian w.r.t. mean and covariance

Say, I have $n$-dimensional multivariate Gaussian, $G(x:\mu, \Sigma)$. ($\mu$ is $n$ dimension vector and $\Sigma$ is $n\times n$ matrix.) Say there is a goal $n$-dimensional vector $a$. I need to bring and modify multivariate Gaussian close to…
JimSD
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How can I understand the mean of convoluted Gaussian function is $\mu_1 + \mu_2$.

I struggle to understand the mean of convoluted two Gaussian functions is $\mu_1 + \mu_2$ instead of $(\mu_1 + \mu_2)/2$. Could someone provide visual explaination?
Alex Gao
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finding area under the curve of a value

I am not a mathematician and I would love if you could explain some things to me, please. I have a data, a list of some values. Minimal value is -3.04, max value is 2.75. I plotted the data and I have seen it looks like a Gaussian curve, the mean is…
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Integration over D-dimensional euclidean space

I have to show that in D-dimensional Euclidean space: \begin{align} \int d^D q=\frac{2\pi^{D/2}}{\Gamma(\frac{D}{2})}\int d q^{D-1} \end{align} By the way shouldn't it be $\int dq q^{D-1}$ if it should make any sense? I was given the hint to look…
Mister
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