how are orthogonal polynomials related to their weight function? is there an algebraic relationship other than the defining integral $$\int_a^b w(x)P_n(x)P_m(x)\,dx$$?
thanks for the help!
how are orthogonal polynomials related to their weight function? is there an algebraic relationship other than the defining integral $$\int_a^b w(x)P_n(x)P_m(x)\,dx$$?
thanks for the help!
On
If one is given a second order linear differential operator of the form $$L(f) \equiv a(x)f''(x)+b(x)f'(x)+c(x)f(x)$$ and one wishes to know for which Hilbert space $L$ constitutes a Hermitian operator, one puts $L$ into the form known as Sturmian form $$L(f) \equiv \frac{1}{r(x)}\big((p(x)f'(x))'+q(x)f(x)\big)$$ where it is simple to show that $$p(x)=e^{\int \frac{b(x)}{a(x)}}$$ $$r(x)=\frac{p(x)}{a(x)}$$ and $$q(x)=r(x)c(x)$$
Then $r(x)$ is the natural weighting function to use in order to turn $L$ into a Hermitian operator (one still needs to add boundary constraints) and the eigenvalue solutions to $L$ will form an orthogonal basis for the constructed Hilbert space. See Holland's 'Applied Analysis by the Hilbert Space Method' for details and proofs. Good question!
To say that the polynomials are orthogonal implicitly references the inner product $$\langle f, g \rangle = \int_a^b f(x)g(x)w(x)dx$$ The closest thing I can think of to an algebraic relationship between the polynomials and the weight function is the requirement that $$\langle P_n, P_m \rangle = \delta_{nm}$$