Math Problem Statement

Determine the general formula for integral ∫x^n e^{-αx^2} dx for n = 0, 1, 2, 3, 4, ...

Solution

The problem asks to determine the general formula for the integral:

In=xneαx2dxI_n = \int_{-\infty}^{\infty} x^n e^{-\alpha x^2} \, dx

where n=0,1,2,3,4,n = 0, 1, 2, 3, 4, \dots.

This is a Gaussian-type integral and can be evaluated using techniques related to the properties of Gaussian integrals and moments of the normal distribution.

Key Considerations:

  • When nn is odd, the integral will evaluate to zero due to the symmetry of the integrand. This is because xneαx2x^n e^{-\alpha x^2} is an odd function, and the integral over a symmetric interval from -\infty to \infty of an odd function is zero.
  • When nn is even, the integral will be non-zero and related to the Gamma function or factorials, based on powers of the Gaussian distribution.

General Approach:

1. Case when n=0n = 0:

The integral becomes: I0=eαx2dxI_0 = \int_{-\infty}^{\infty} e^{-\alpha x^2} \, dx This is a standard Gaussian integral, and its value is known: I0=παI_0 = \sqrt{\frac{\pi}{\alpha}}

2. Case when n=2mn = 2m (even):

For even powers n=2mn = 2m, the integral is: I2m=x2meαx2dxI_{2m} = \int_{-\infty}^{\infty} x^{2m} e^{-\alpha x^2} \, dx This can be related to the Gamma function or factorials. Specifically, for even nn, the result can be expressed as: I2m=(2m1)!!(2α)mπαI_{2m} = \frac{(2m-1)!!}{(2\alpha)^{m}} \sqrt{\frac{\pi}{\alpha}} where (2m1)!!(2m-1)!! is the double factorial of (2m1)(2m-1), which is the product of all odd numbers up to 2m12m-1.

General Formula:

The general formula for the integral is:

\begin{cases} 0 & \text{if } n \text{ is odd}, \\ \frac{(n-1)!!}{(2\alpha)^{n/2}} \sqrt{\frac{\pi}{\alpha}} & \text{if } n \text{ is even}. \end{cases}$$ Would you like further details or clarification? Here are 5 related questions to expand your understanding: 1. How do Gaussian integrals arise in physics and probability theory? 2. Can you explain why the integral is zero for odd values of $$n$$? 3. What is the double factorial function, and how does it relate to ordinary factorials? 4. How does the Gamma function generalize factorials, and where is it applied in integration? 5. Can you derive the general formula for higher-order moments of a Gaussian distribution? **Tip:** When dealing with Gaussian integrals involving powers of $$x$$, symmetry considerations are crucial to simplifying the problem.

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Math Problem Analysis

Mathematical Concepts

Gaussian Integrals
Even and Odd Functions
Double Factorials
Gamma Function
Symmetry in Integration

Formulas

I_n = ∫_{-∞}^{∞} x^n e^{-αx^2} dx
I_0 = √(π/α)
I_{2m} = ((2m-1)!!)/(2^m * α^m) √(π/α)
I_n = 0 for odd n

Theorems

Symmetry of odd and even functions
Gaussian integral for even powers
Double factorial relation

Suitable Grade Level

Undergraduate (Calculus/Mathematical Physics)