Hermite Polynomials

A Handout for CalIII+ HW#3

by Mohammad Ghomi

Preliminaries

Let

[Graphics:Images/Hw3_gr_1.gif]

By definition, the Hermite Polynomials, H_n(x), are the coefficients of the Taylor expansion of the above function around zero. Thus it is easy to obtain them:

[Graphics:Images/Hw3_gr_2.gif]
[Graphics:Images/Hw3_gr_3.gif]

So the first four Hermite polynomials are:

[Graphics:Images/Hw3_gr_4.gif]

Problem #4

Let

[Graphics:Images/Hw3_gr_5.gif]

and define

[Graphics:Images/Hw3_gr_6.gif]

Now we can compute:

[Graphics:Images/Hw3_gr_7.gif]
[Graphics:Images/Hw3_gr_8.gif]

So the functions Y_n(x) are in L^2(R) at least for the first few values of n. In class we will prove that Y_n(x) are in L^2(R) for every n.

Problem #5

Recall that the Legendre functions may be obtained by orthonormalizing the functions x^n, see the first handout. Hermite polynomials may be obtained in a similar way.

Let

[Graphics:Images/Hw3_gr_9.gif]

Next, load in the appropriate package

[Graphics:Images/Hw3_gr_10.gif]

Now we can use the Gram-Schmidt process to orthonrmalize the functions a_n(x)

[Graphics:Images/Hw3_gr_11.gif]
[Graphics:Images/Hw3_gr_12.gif]

So you can decide what the relationship between these functions and H_n(x) is.

Problem #6

Calculating the inner products <Y_n(x),Y_m(x)> are easy. First define

[Graphics:Images/Hw3_gr_13.gif]

then write

[Graphics:Images/Hw3_gr_14.gif]
[Graphics:Images/Hw3_gr_15.gif]

So as you can see these eigenvalues are orthogonal.


Converted by Mathematica      July 3, 2000