How statement and proof provenance work
The first chip identifies the source of the statement or construction; the second identifies the source of its local proof or verification.
- Literature-sourced: the exact statement appears in a cited source; only wording and notation differ.
- AI-adapted: a semantically identical restatement of literature-sourced material, modulo indexing, notation, and boundary cases adopted by the library.
- AI-generated: a genuinely novel statement formulated by AI, with no source for the claim itself.
These labels describe origin, not correctness: citations and verification chips remain separate evidence.
Legendre polynomials have explicit norms and weighted derivative orthogonality
Statement
For , the polynomials of Legendre polynomials by Rodrigues' formula and their unweighted pairing satisfy where if and otherwise. Each has degree and nonzero leading coefficient, so form a basis of polynomials of degree at most .
Facts & Assumptions
Given: Nonnegative integers and the Rodrigues polynomials .
If are differentiable on with integrable, then : for differentiable factors with integrable derivatives on a closed interval, .
For a natural the function is differentiable everywhere with derivative ; for it is the constant , with derivative ; for a natural the function is differentiable at every with derivative ; consequently every polynomial function is differentiable at every real, with the derivative computed term by term: for positive integer , and constants differentiate to zero; repeated application gives the derivatives of monomials.
Sums, scalar multiples, products and quotients: , , , and when : polynomial sums, products, and scalar multiples obey the usual derivative rules.
Proof
Write . For every , its th derivative vanishes at both endpoints: by the product rule, every term differentiates each factor at most times and retains a positive power of the factor that vanishes at that endpoint. Thus integrations by parts in [F2] give, for every polynomial of degree less than , because by [F3]. Hence is orthogonal to every lower-degree polynomial.
The leading term of is ; differentiating it times gives times by [F3]. All other terms have lower degree after differentiation. Therefore has degree and leading coefficient . The distinct degrees imply the family is linearly independent and spans every polynomial of degree at most , by successive elimination of leading terms.
Since has degree less than , step 1.1 gives Apply [F2] times to the Rodrigues formula against . The endpoint terms vanish as in step 1.1 and , so
Put . Then . For , the endpoint values of are zero, so integrating its derivative gives Induction yields . Substituting this and from step 2.1 into step 3.1 gives . Together with step 1.1 this proves the first orthogonality formula, including .
When , and , so . Now take and define . Its leading term is , so has degree less than . For any polynomial of degree less than , two integrations by parts give where both boundary terms vanish because of the factor , and the last polynomial paired with has degree less than , so step 1.1 applies. Therefore is a lower-degree polynomial orthogonal to every lower-degree polynomial. Expand it in the basis from step 2.1; the first formula and the positive norms in step 4.1 force every coefficient to be zero. Thus .
One integration by parts and step 5.1 give The first formula, already proved in step 4.1 and step 1.1, yields the displayed weighted derivative identity for every .
Depends on
- Legendre polynomials by Rodrigues' formula and their unweighted pairing
- If $u,v$ are differentiable on $[a,b]$ with $u',v'$ integrable, then $\int_a^b u v' = u(b)v(b)-u(a)v(a) - \int_a^b u'v$
- For a natural $n \ge 1$ the function $x \mapsto x^{n}$ is differentiable everywhere with derivative $\iota(n)\,x^{\,n-1}$; for $n = 0$ it is the constant $1$, with derivative $0$; for a natural $n \ge 1$ the function $x \mapsto x^{-n}$ is differentiable at every $x \ne 0$ with derivative $-\iota(n)\,x^{-n-1}$; consequently every polynomial function is differentiable at every real, with the derivative computed term by term
- Sums, scalar multiples, products and quotients: $(f+g)'(c) = f'(c) + g'(c)$, $(\alpha f)'(c) = \alpha f'(c)$, $(fg)'(c) = f'(c)g(c) + f(c)g'(c)$, and $(f/g)'(c) = \bigl(f'(c)g(c) - f(c)g'(c)\bigr)/g(c)^{2}$ when $g(c) \ne 0$
Used by
- Endpoint-preserving integrated Legendre projector Definition
- Legendre weighted spectral-Sobolev scale and projection Definition
- Legendre-Gauss-Lobatto nodes, weights, and tensor quadrature Definition
- Gaussian and Simpson mass assembly give distinct exact and approximate checks Example
- The degree-two GLL mass matrix changes only its highest Legendre mode Example
- An ordinary derivative controls the Legendre tail with a factorial ratio Lemma
- Legendre-Gauss-Lobatto nodes are distinct and interior critical points are simple Lemma
- Analytic data converge exponentially under fixed-mesh p refinement Theorem
- GLL quadrature changes only the top Legendre modes and is p-uniformly equivalent Theorem
- Integrated Legendre projection gives an explicit p-rate in H1 Theorem
- Legendre weighted projection has its spectral-Sobolev rate Theorem
Dependency tree · two levels
27 results within two dependency steps of this one, each drawn at its shortest distance from it. An arrow runs from a result to what uses it, so the chart reads left to right and ends at this result, which carries a heavier outline. Every node is a link to that result. Click elsewhere on the chart to enlarge it.
Sources
- Jie Shen and Tao Tang, Spectral and High-Order Methods with Applications, Ch. 3 (standard reference, not scraped)
- Lloyd N. Trefethen, Finite Difference and Spectral Methods for Ordinary and Partial Differential Equations, Ch. 8 (standard reference, not scraped)