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

888 questions
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Multi-dimensional gaussian integral with non-symmetric & non-hermitian coefficient matrix

There is a commonly used formula in quantum field theory, \begin{equation} \int\prod_{i} \frac{dz_{i}^{\dagger} dz_{i}}{2\pi} e^{-z^{\dagger}Az}=\frac{1}{\det(A)}, (1) \end{equation} where $z=x+\text{i}y$ is a complex vector, and $A$ is a matrix…
Ye Cao
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Is $\int_{-\infty}^{+\infty} e^{-\frac{1}{2}(x-\mathbb{J}a)^2}\text{d}x$ equal to $\int_{-\infty}^{+\infty} e^{-\frac{1}{2}(x-a)^2}\text{d}x$?

The term $\int_{-\infty}^{+\infty} e^{-\frac{1}{2}(x-a)^2}\text{d}x$ is easy to be calculated in the following…
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Question on integrating a Gaussian function

I'm confused on the thinking behind one of the steps for integrating a Gaussian. Namely, the following: $$I = \int_{-\infty}^\infty e^{-x^2}dx$$ $$I^2 = \left(\int_{-\infty}^\infty e^{-x^2}dx \right) \cdot \left(\int_{-\infty}^\infty e^{-y^2}dy…
sangstar
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Gauss divergence theorem

Evaluate $\int_S F.n dS$ where $F=18zi-12j+3yk$ and S is the part of the plane $2x+3y+6z=12$ which is located in the first octant. Here div $F=0$ so by Gauss divergence theorem value of the integral is 0. I have doubt about the answer. Am I right?
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Gaussian path integral over complex field

I am studying the notes of David Tong on Statistical Field Theory (https://www.damtp.cam.ac.uk/user/tong/sft/sft.pdf). I don't understand how to formally get the result after Eq. 2.11, that is the following…
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Multidimensional Gaussian integral with complex variance and linear term

A formula is given by Wiki (https://en.wikipedia.org/wiki/Gaussian_integral#n-dimensional_with_linear_term): $$ \int_{\mathbb{R}^n} \mathrm{d}^n\mathbf{x}\ \exp(-\frac{1}{2}\mathbf{x}^T\mathbf{A}\mathbf{x}+\mathbf{j}^T\mathbf{x}) =…
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What is the Gaussian Integral for negative $n$ exponents?

If I have a Gaussian integral of the form $$\int_{0}^{\infty}x^{-2}e^{-ax^2}dx, a>0$$ do I use the expression $$\int_{0}^{\infty} x^{n}e^{-ax^2} dx=\frac{(2k-1)!!}{2^{k+1}a^k}\sqrt{\frac{\pi}{a}},~~n=2k, k\in\mathbb Z, a>0$$ or is there another…
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Gaussian integral on arbitrary semi-plan

Does somebody know if there's somewhat an analytical solution to the Gaussian integral on a semi-plan: $\frac{1}{\sqrt{2\pi}}\int_{x
Vincz777
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Vector field - Gauss's law

Let $c>0$ and $A\subseteq R^3$ be a green-region (which is defined by: $A\subseteq R^2$, $A=B_1\cup ...\cup B_m$, and $B^{\circ}_i\cap B^{\circ}_j=\emptyset$) with the outward normal unit vectors $n=(n_1,n_2,n_3)^T$ on $\partial A$. Let…
Rafa Fafa
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What is the result of $\int_{0}^{+a} \sqrt{z} e^{-z^2/2}\,dz$?

I encounter this integration: $$\int_{0}^{+a} \sqrt{z} e^{-z^2/2}\,dz$$ I think that it is a special function, but I don't remember now. Can anyone give me a pointer?
CPW
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Why the dummy variable $y$ in the calculation of the gaussian integral as follows?

I don't understand why you have to use a different variable when squared the first integral? It is commonly glossed over to explain this.
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Solving Gaussian Integral

I learned that a Gaussian Integral is \begin{equation} \int_{-\infty}^{\infty}xe^{-2ax^2}dx=0 \end{equation} Because of the odd function symmetry. But if I shift the $x$…
ALLin
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Gaussian function × cosine function

$$ \int_0^\infty e^{-x^2}\cos(x) dx$$ I got to the following $$\Re[\int_0^\infty e^{-(x-{i\over2})^2}.e^{1\over4}dx]$$ How I proceed further ?
RKK
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Probablity of Gaussian vector falling into the instersection of two half-spaces

Define $x\sim\mathcal{N}(0,\Sigma)$ be $n$-dimensional Gaussian vector and two half-spaces $Q_1:=\{x\in\Re^n:a^\top x\ge 0\}, Q_2:=\{x\in\Re^n: b^\top x\ge 0\}$, where $a,b$ are unit vectors. What is the probability that $x$ falls into both…
kvphxga
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1 node Gauss–Hermite quadrature?

In this page, we have Gauss–Hermite quadrature for more than 2 nodes. But can we get one node and weight for Gauss–Hermite quadrature?
coatha
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