Hermite polynomials and Schwartz space

In summary: Your Name]In summary, to show that the Hermite Polynomials are in Schwartz space, we can use the fact that A^{\dagger} is a linear map from Schwartz space to itself and show that h_0 satisfies the condition for all \alpha and \beta, making it a member of Schwartz space. This can be done by using the definition of linearity and the properties of the exponential function.
  • #1
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Homework Statement


I'm supposed to show that the Hermite Polynomials are in Schwartz space

[itex]h_n = \frac{1}{\sqrt{n!}}(A^{\dagger})^n h_0[/itex]

where

[itex]A^{\dagger} = \frac{1}{\sqrt{2}}(-\frac{d}{dx} + x)[/itex]

and

[itex]h_0 = \pi^{-1/4}e^{-x^2/2}[/itex]

Homework Equations


Seminorm: [itex]\|\phi\|_{\alpha,\beta} = \sup_{x\in\mathbb{R}^n}|x^{\alpha}\partial^{\beta}\phi(x)|[/itex]

([itex]\alpha[/itex] and [itex]\beta[/itex] are multi-indices)

Schwartz space is defined as being the set
[itex]S(\mathbb{R}^n) = \{\phi\in C^{\infty}(\mathbb{R}^n)|\|\phi\|_{\alpha,\beta}< \infty \ \forall\alpha,\beta\in\mathbb{N}^n\}[/itex]

The Attempt at a Solution


My idea was to show that [itex]A^{\dagger}: S(\mathbb{R})\rightarrow S(\mathbb{R})[/itex] is a linear map from Schwartz space to itself. Then it would be enough to show that [itex]h_0[/itex] is in Schwartz space for the problem to be solved

Multiplication with [itex]x[/itex] and [itex]d/dx[/itex] are linear maps from Schwartz space to itself since according to the definition of the seminorm [itex]\|\cdot\|_{\alpha,\beta},\ \alpha,\beta\in\mathbb{Z}_{>0}[/itex] [itex]\|x\phi(x)\|\leq \|\phi(x)\|_{\alpha+1,\beta} + \beta\|\phi(x)\|_{\alpha,\beta-1}[/itex] and [itex]\|\frac{d}{dx}\phi(x)\| = \|\phi(x)\|_{\alpha,\beta+1}[/itex].
This means that the first part is finished.

Is this approach valid or have I completely misunderstood the concept? Also, how do I show that [itex]e^{-x^2/2}\in S(\mathbb{R})[/itex]?
 
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  • #2


Your approach seems to be on the right track. To show that A^{\dagger} is a linear map from Schwartz space to itself, you can use the definition of linearity: for any two functions f and g in Schwartz space and any scalar c, A^{\dagger}(cf+g) = cA^{\dagger}(f) + A^{\dagger}(g).

To show that h_0 is in Schwartz space, you can use the definition of the seminorm and the properties of the exponential function. Specifically, you can use the fact that for any multi-index \alpha, \partial^{\alpha}e^{-x^2/2} is a polynomial in x, and therefore its absolute value is bounded by a constant for all x. This would show that h_0 satisfies the condition for all \alpha and \beta, and therefore is in Schwartz space.

I hope this helps. Let me know if you have any further questions.


 

1. What are Hermite polynomials?

Hermite polynomials are a set of polynomials that are defined by a specific recurrence relation. They are named after the French mathematician Charles Hermite and are commonly used in mathematical physics and probability theory.

2. What is the significance of Hermite polynomials in mathematics?

Hermite polynomials have many important applications in mathematics, particularly in areas such as quantum mechanics, statistical mechanics, and differential equations. They are also used in solving problems involving orthogonal polynomials and special functions.

3. What is the Schwartz space?

The Schwartz space, also known as the space of rapidly decreasing functions, is a function space in mathematics. It consists of all smooth functions that decrease faster than any polynomial as x approaches infinity. This space is often used in the study of partial differential equations and Fourier analysis.

4. How are Hermite polynomials related to the Schwartz space?

Hermite polynomials form a complete orthonormal basis for the Schwartz space. This means that any function in the Schwartz space can be expressed as a linear combination of Hermite polynomials. This relationship is useful in solving certain differential equations and in understanding the behavior of functions in the Schwartz space.

5. Are there any real-world applications of Hermite polynomials and the Schwartz space?

Yes, there are many real-world applications of Hermite polynomials and the Schwartz space. For example, Hermite polynomials are used in quantum mechanics to describe the energy levels of a quantum mechanical system. The Schwartz space is also used in signal processing and image reconstruction, where it helps to efficiently analyze and reconstruct signals and images.

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