Math Problem Statement
Solution
The problem asks to determine the general formula for the integral:
where .
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 is odd, the integral will evaluate to zero due to the symmetry of the integrand. This is because is an odd function, and the integral over a symmetric interval from to of an odd function is zero.
- When 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 :
The integral becomes: This is a standard Gaussian integral, and its value is known:
2. Case when (even):
For even powers , the integral is: This can be related to the Gamma function or factorials. Specifically, for even , the result can be expressed as: where is the double factorial of , which is the product of all odd numbers up to .
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$$, symmetry considerations are crucial to simplifying the problem.Ask a new question for Free
By Image
Drop file here or Click Here to upload
Math Problem Analysis
Mathematical Concepts
Gaussian Integrals
Even and Odd Functions
Double Factorials
Gamma Function
Symmetry in Integration
Formulas
I_n = ∫_{-∞}^{∞} x^n e^{-αx^2} dx
I_0 = √(π/α)
I_{2m} = ((2m-1)!!)/(2^m * α^m) √(π/α)
I_n = 0 for odd n
Theorems
Symmetry of odd and even functions
Gaussian integral for even powers
Double factorial relation
Suitable Grade Level
Undergraduate (Calculus/Mathematical Physics)
Related Recommendation
General Formula for Gaussian Integral with x^n and Exponential Decay
General Formula for the Integral of x^n e^(-alpha x^2) for Various n
General Formula for Gaussian Integral ∫[-∞, ∞] c^n e^(-αc^2) dc for n=0,1,2,3,4
Integral of x^n e^{-ax^2} Over (-∞, ∞): Even and Odd Powers
Solving the Gaussian Integral with Power of x: $$ \int x^{2r} e^{-\frac{x^2}{2\sigma^2}} \, dx $$