Deriving the Laguerre equation from Rodrigues' formula Created 2026-10-18 Updated 2026-10-20
Set . Direct differentiation gives . Apply the Leibniz rule to differentiate times:Hence . By Rodrigues' formula, , so the next two derivatives are and . Substitution gives the displayed Laguerre differential operator on polynomials eigenvalue equation. This derivation also covers .
Generating function for Laguerre polynomials 2026-10-31
The generating function holds for and fixed . From Rodrigues' formula, . Sum first over , using , and then over to obtain the exponential function. The absolute-value double series is finite for , justifying the rearrangement. Alternatively, the weighted inner product and the Laplace transform of a Laguerre polynomial extract the coefficient .
Laguerre orthonormality 2026-10-31
The ordinary Laguerre polynomials, normalized by , are orthonormal for the weighted inner product displayed above. Their coefficient formula is . To prove the relation, use Rodrigues' formula and integrate by parts times against . For its th derivative vanishes. At zero every derivative of of order less than vanishes, and at infinity the exponential kills every polynomial boundary term. For , , so the integral is . Symmetry covers . Thus these are orthonormal without an extra normalization factor.
For integers , the standard Rodrigues' formula has the endpoint value and squared norm displayed above. The lowest-power term after differentiations is , giving the endpoint value after division by . For the norm, integrate by parts times against the same polynomial; its leading coefficient is , so the final derivative is . All boundary terms vanish and the remaining Gamma function integral is . Normalizing the value at zero to one divides the polynomial by and its squared norm by the square of that factor. Only when or do these normalizations already coincide.
The Laguerre polynomial normalized by has coefficients . By the Leibniz rule, this is equivalent to Rodrigues' formula, . For any polynomial of degree below , applications of integration by parts give . All endpoint terms vanish: derivatives of of order below vanish at zero and decay at infinity. Since , the same calculation givesThus these orthogonal polynomials are already an orthonormal set for the weighted inner product with weight .
Olinde Rodrigues Created 2026-10-18 Updated 2026-10-24
Portrait of Olinde Rodrigues
. Unknown artist; nineteenth-century portrait; source recorded as Drouot. Public domain: origin and life-plus-70 jurisdictions; US pre-1931 publication. Source usage terms, via Wikimedia Commons. Source.Assume first that . Substituting Rodrigues' formula for givesHere integration by parts was performed times. Each boundary term vanishes: at infinity a polynomial times tends to zero; at zero every derivative of of order less than vanishes. If , the derivative is zero, proving orthogonality. The case follows by exchanging the two factors.
For , the leading coefficient found above gives . ThereforeThe same conclusion includes directly. Thus the full Laguerre orthonormality relation is
There is a normalization conflict in the source: the printed Rodrigues' formula gives the standard Generalized Laguerre polynomial with , which is generally not one. The norm requested here corresponds to that Rodrigues normalization. A solution normalized to one at zero is .
Set and . The equation becomes . Multiply the equations for by the opposite polynomial, subtract and integrate. The boundary term vanishes at zero and infinity, soThis proves orthogonality for under either normalization.
For the squared norm, use the printed Rodrigues' formula and integrate by parts times:All boundary terms vanish: the required derivatives have a positive power of at zero and exponential decay at infinity. The leading coefficient is , so . The Gamma function integral givesFor the source's alternative unit-at-zero normalization the correct answer instead isBoth cannot equal the printed norm when . This distinction is the normalization of generalized Laguerre polynomials.
For the two normalizations agree, and the Laguerre polynomials are orthonormal with weight . Take real . Their expansion coefficients for the requested function areSubstitute Rodrigues' formula and integrate by parts times. Differentiating transfers a factor after the two sign factors cancel. ThereforeThe integral is by the Gamma function. Boundary terms vanish throughout this range.
The resulting generating function for Laguerre polynomials isOne can also verify convergence and equality directly: Rodrigues' formula gives , and summing reduces the double series to the exponential on the left. The absolute-value double series converges for fixed and , justifying the interchange; the formula then also holds for complex in that disk.
Past exam of the mathematics course of the University of Cambridge 2012 iii Paper 31 1 iii Solution Created 2026-10-03 Updated 2026-10-14
Choose real monic orthogonal polynomials of degree , , for on , and letExtend each by zero to negative . The resulting functions form an orthonormal set in . Define the orthogonal polynomial projection kernelThe formula on the right is for nonnegative arguments; the kernel is zero when either argument is negative. With , the kernel evaluation matrix is . By the determinant multiplication identity and the preceding monic basis change,Thus initially .
Use the symmetric labelled joint probability density on the full orthant. Expanding the two copies of into permutations and integrating all variables, orthonormality makes a term vanish unless the two permutations agree. Each of the surviving terms integrates to . HenceIf the eigenvalues are instead listed in increasing order on a single ordered chamber, that chamber's density is times this symmetric density. We keep the full-orthant convention throughout.
An explicit choice is in terms of the Generalized Laguerre polynomials. To verify the normalization independently, their Rodrigues' formula givesIntegrating by parts times proves orthogonality to every lower-degree polynomial. The boundary terms vanish at zero and infinity for . Taking the other factor to be and using gives , where is the Gamma function. The Laguerre projection kernel is thereforefor .
Past exam of the mathematics course of the University of Cambridge 2017 ib Paper 4 5A iii Solution Created 2026-09-24 Updated 2026-10-14
Evaluate at using . In the Leibniz rule for the th derivative, every term vanishes at except the term putting all derivatives on . Therefore . Combining this with gives the normalisation in the Rodrigues' formula:For , the formula gives , as required. As an independent check, the leading term of is , so the resulting leading coefficient of is , consistent with the Legendre polynomial recurrence relation.
Past exam of the mathematics course of the University of Cambridge 2020 ib Paper 1 18C c Solution Created 2026-09-24 Updated 2026-10-14
The displayed Rodrigues' formula gives the Legendre polynomialA four-node Gaussian rule is exact through degree . Solving first for gives the four nodesThe rule is not exact for every polynomial of degree eight: its quadrature value on is zero because every node is a root of , whereas
Past exam of the mathematics course of the University of Cambridge 2021 ib Paper 3 17B b Solution Created 2026-09-24 Updated 2026-10-14
Suppose . The Rodrigues' formula and integrations by parts givebecause . Every boundary term vanishes: the exponential controls infinity, while the remaining power of has positive exponent at zero. Symmetry of the inner product gives orthogonality whenever .
Write . In the Leibniz rule for its th derivative at one, any term with fewer than derivatives on vanishes. The sole surviving term leaves undifferentiated and differentiates the second factor times, givingThe normalization in Rodrigues' formula consequently givesThe same argument covers , with both zeroth powers equal to one.
Apply the Leibniz rule to the th derivative in Rodrigues' formula. If derivatives fall on and on , the corresponding term is . Cancelling the prefactor givesThe leading coefficient is nonzero, so this is a polynomial of degree exactly . In particular, the requested coefficients in areThese are the ordinary Laguerre polynomials, with normalization .
The coefficient formula from part (b) and the Leibniz rule yield Rodrigues' formula directly:The leading coefficient is , so . Substitute this differentiated expression into one factor in the squared weighted norm and apply integration by parts times:Every endpoint term contains a derivative of of order less than : it vanishes at zero, and its exponential decay beats every polynomial at infinity. This proves the normalization of the ordinary Laguerre polynomials for all , including without any integrations by parts.
Rodrigues formula for Legendre polynomials Created 2026-10-20 Updated 2026-10-31
This instance of Rodrigues' formula constructs the Legendre polynomial for every nonnegative integer . Put ; then . Differentiating times by the Leibniz rule gives for , which is the Legendre differential equation after reversing signs. The leading term of the normalized derivative is , proving its polynomial degree is exactly . At , the product contributes only the term with all derivatives on the second factor, giving . Thus the normalization is .
