===== Generalized hypergeometric function ===== ==== Function ==== | @#FF9944: definition | @#FF9944: $??$ | | @#FF9944: definition | @#FF9944: ${}_pF_q[a_1,…,a_p; b_1,…,b_q](z):=\sum_{n=0}^\infty c_n z^n$ | | @#BBDDEE: with | @#BBDDEE: $c_n = \dfrac{1}{n!}\dfrac{\prod_{k=1}^p a_k^{\overline{n}}}{\prod_{j=1}^q b_j^{\overline{n}}}$ | ----- === Discussion === == Definition == The coefficient can more explicitly written as $c_n = \prod_{m=0}^{n-1}\dfrac{1}{(1+m)}\dfrac{\prod_{k=1}^p(a_k+m)}{\prod_{j=1}^q(b_j+m)}$ or written down in Terms of Gamma functions. The version I chose above seems most elementary to me. Above we used the [[rising factorial]] $x^{\overline{n}} := x^{\overline{n},1}$, where $x^{\overline{n},k} := \prod_{m=0}^{n-1}(x + m\,{k})=x\cdot(x+k)\cdot(x+2k)\cdots(x+(n-1)\,k)$. Note that, really, $\dfrac{z^n}{n!}=\dfrac{z^{\overline{n},0}}{1^{\overline{n},1}}$, so ${}_pF_q$ is the infinite sum of fractions of products of rising factorials of fixed rising distance ($k=1$ for the factors of the coefficients and $k=0$ for $z$). == Generalization == The function is a special case of [[Normalized Fox-Wright function]]. There, the distored factorial $\prod_{m=0}^{n-1}(a_k+m)$, a product up to $n-1$, is replaced by a "product" up to some more general number. This Expression is given in terms of a fraction of Gamma functions. == Example == For a given index $I$, setting $a_I=1$ results in $\prod_{m=0}^{n-1} (a_I+m) = \prod_{m=0}^{n-1} (m+1) = n!$ and thus we can switch from an exponential generating function form $\dfrac{z^n}{n!}$ to $z^n$. So let's consider $a_2=1$. Now further, for $a_1=1$ and $b_1=2$ we get a factor $\dfrac{\prod_{m=0}^{n-1} (a_1+m)}{\prod_{m=0}^{n-1} (b_1+m)} = \dfrac{n!}{(n+1)!} = \dfrac{1}{n+1}$ so that $ {}_2F_1[1,1;2](z) = \sum_{n=0}^\infty \dfrac{1}{n+1} z^n = \dfrac{1}{(-z)}\sum_{k=1}^\infty \dfrac{(-1)^{k+1}}{k}(-z)^k = -\dfrac{1}{z}\log(1-z) $ == Motivation == Say you have to solve the differential equation $f’(x)=f(x)$ with $f(0)=1$. You naturally make the ansatz $f(x) = 1 + c_1\, x + c_2\, x^2 + c_3\, x^3 + \dots$, $f’(x) = c_1 + 2\,c_2\, x + 3\,c_3\, x^2 + \dots$. Comparing coefficients, this implies that the solution to $f’(x)=f(x)$ must have, for example $3\,c_3=c_2$. In fact all coefficients are determined this way, by the recursive relation $\dfrac{c_{n+1}}{c_n} = \dfrac{1}{n+1}$ With the polynomial $q(n) := n+1$, this means $c_n = \frac{1}{\prod_{k=0}^{n-1} q(k)} c_0 = \dfrac{1}{n!}$ and hence $f(x) = \sum_{n=0}^\infty \dfrac{1}{n!} x^n$. Such an approach to solve a differential equation will often look like this. A whole lot of function have series coefficients $c_n$, such that $\dfrac{c_{n+1}}{c_n} = \dfrac{p(n)}{q(n)}$ where p and q are some polynomials. Any (arbitrary product of) polynomials of an integer n can be written as a product of terms $(a_i-n)$. So define the generalized hypergeometric function ${}_pF_q[a_1,…,a_p; b_1,…,b_q](z) :=1 + \dfrac{a_1\dots a_p}{b_1\dots b_q}\dfrac{z}{1!} + \dfrac{a_1(a_1+1)\dots a_p(a_p+1)}{b_1(b_1+1)\dots b_q(b_q+1)}\dfrac{z^2}{2!}+\dots$ to catch them all! They are the solutions to differential equations with recursive character. == Differential equation == The function solves the following quite general differential equation of oder which is of order $\mathrm{(p,q+1)}$: $\dfrac{{\rm{d}}}{{\rm{d}}z}D_bf(z) = D_af(z)$ with $D_b := \prod_{n=1}^{q}\left(z\dfrac{{\rm{d}}}{{\rm{d}}z} + b_n-1\right)$, $D_a := \prod_{n=1}^{p}\left(z\dfrac{{\rm{d}}}{{\rm{d}}z} + a_n\right)$. == Radius of convergence == This is discussed on the Wikipedia page (see references below). === Reference === Wikipedia: [[http://en.wikipedia.org/wiki/Generalized_hypergeometric_function|Generalized hypergeometric function]] ----- === Subset of === [[Normalized Fox-Wright function]]