Let F(x,t) be a function of the two variables x and t that can be expressed as a Taylor’s series in t, {\mathop{\mathop{∑ }}\nolimits }_{n}{c}_{n}(x){t}^{n}. The function F is then called a generating function of the functions {c}_{n}.
Example 11.1:
Show that F(x,t) = {1\over 1−xt} is a generating function of the polynomials {x}^{n}.
Solution:
Look at
{1\over
1 − xt} ={ \mathop{∑
}}_{n=0}^{∞}{x}^{n}{t}^{n}\kern 2.77695pt \kern 2.77695pt (|xt| < 1).
| (11.16) |
Example 11.2:
Show that F(x,t) =\mathop{ exp}\nolimits \left ({tx−t\over 2t} \right ) is the generating function for the Bessel functions,
F(x,t) =\mathop{ exp}\nolimits ({tx − t\over
2t} ) ={ \mathop{∑
}}_{n=0}^{∞}{J}_{
n}(x){t}^{n}.
| (11.17) |
Example 11.3:
(The case of most interest here)
F(x,t) = {1\over
\sqrt{1 − 2xt + {t}^{2}}} ={ \mathop{∑
}}_{n=0}^{∞}{P}_{
n}(x){t}^{n}.
| (11.18) |
{P}_{n}(x) = {1\over {
2}^{n}n!} {{d}^{n}\over
d{x}^{n}}{({x}^{2} − 1)}^{n}.
| (11.19) |
Let us prove some of these relations, first Rodrigues’ formula. We start from the simple formula
({x}^{2} − 1) {d\over
dx}{({x}^{2} − 1)}^{n} − 2nx{({x}^{2} − 1)}^{n} = 0,
| (11.20) |
which is easily proven by explicit differentiation. This is then differentiated n + 1 times,
We have thus proven that {{d}^{n}\over d{x}^{n}}{({x}^{2} − 1)}^{n} satisfies Legendre’s equation. The normalisation follows from the evaluation of the highest coefficient,
{{d}^{n}\over
d{x}^{n}}{x}^{2n} = {2n!\over
n!} {x}^{n},
| (11.22) |
and thus we need to multiply the derivative with {1\over { 2}^{n}n!} to get the properly normalised {P}_{n}.
Let’s use the generating function to prove some of the other properties: 2.:
F(1,t) = {1\over
1 − t} ={ \mathop{∑
}}_{n}{t}^{n}
| (11.23) |
has all coefficients one, so {P}_{n}(1) = 1. Similarly for 3.:
F(−1,t) = {1\over
1 + t} ={ \mathop{∑
}}_{n}{(−1)}^{n}{t}^{n}.
| (11.24) |
Property 5. can be found by differentiating the generating function with respect to t:
Equating terms with identical powers of t we find
(2n + 1)x{P}_{n}(x) = (n + 1){P}_{n+1}(x) + n{P}_{n−1}(x).
| (11.26) |
Proofs for the other properties can be found using similar methods.