Borel summation 2026-10-06
For a formal inverse-power series , divide its coefficients by to form a Borel transform and integrate it against . Singularities on the integration ray require a specified contour prescription. Different lateral contours can produce exponentially small differences and the Stokes phenomenon.
Optimal truncation 2026-10-06
A divergent asymptotic expansion should usually be stopped near its smallest term rather than summed indefinitely. For factorial terms the cutoff has . This exposes exponentially small contributions and the Stokes phenomenon. The smallest term alone does not always bound the remainder, especially when a saddle meets a pole.
Past exam of the mathematics course of the University of Cambridge 2005 ii Paper 3 30A Solution Created 2026-09-24 Updated 2026-09-24
Past exam of the mathematics course of the University of Cambridge 2015 ii Paper 4 27C Solution Created 2026-09-24 Updated 2026-10-06
Take the logarithmic derivative of the proposed asymptotic expansion. Through order , and . Matching the constant and inverse-power terms givesThe second formula assumes a simple root, . At a repeated root the ansatz can fail: the next equation first requires , and if that holds higher orders determine the remaining behaviour.
For the Bessel differential equation, and . Set . Direct substitution leaves . With , matching gives . ThusTwo constant multiples of the Hankel functions normalize their leading coefficients to one and realize these solutions in their appropriate sectors.
For generic , these are sectorial expansions, not unchanged expansions for a single branch over arbitrarily continued . The factors require a branch, and crossing sector boundaries can introduce the other exponential by Stokes phenomenon and analytic continuation. More precisely, the standard normalized first Hankel solution has its expansion for , and the second for , with any fixed positive inside these sectors. In particular both are valid in the common slit sector , away from its boundaries. These sector statements are recorded in NIST's Hankel asymptotics. Exceptional half-integer orders have terminating elementary expressions, so a blanket assertion of nonzero Stokes mixing for every order would be too strong.
Past exam of the mathematics course of the University of Cambridge 2016 iii Paper 336 1 b ii Solution Created 2026-10-03 Updated 2026-10-06
Let and use the method of steepest descents with phase . For , and . The simple saddle point is : the real axis is its descending path and the imaginary axis its ascending path. The quadratic complex endpoint descent path from satisfies and can be parametrized bywith the square-root branch chosen continuously from . Increasing reduces the real part of the exponent by .
For , that endpoint path goes to positive real infinity. Deform the original contour into the real path from through the saddle point towards , followed backwards along the endpoint descent path to . The integrand is an entire function, so finite contour deformations are legitimate; connecting arcs in the far decaying sector vanish. If denotes the oriented integral from to that infinity, this givesThe last expression follows by setting : , so the endpoint integral is . This derives its phase and orientation directly.
For , the descent path from goes to negative real infinity. Deform from towards that infinity and then backwards along this endpoint path to . There is no saddle point segment, anduses the same formula with the negative square-root branch. At the contour can run from to zero and then up the imaginary axis. It gives a half-Gaussian contribution and the dominant imaginary endpoint term . The change in the subdominant saddle point contribution is a Stokes phenomenon; it does not change the leading endpoint term on either side of that angle.
The Gaussian saddle and endpoint dominance by angle follows by comparing exponential sizes and gives all fixed-angle leading behaviours:At , the endpoint term has magnitude , so the saddle point term of order still dominates. In the middle interval the endpoint term grows exponentially for , is oscillatory of order at , and decays exponentially for . On the latter interval it nevertheless decays more slowly than the fixed-endpoint term. Equality of their exponential rates means on the left half-plane, hence . At that angle both terms are required; their coefficient magnitudes are unequal, so their sum has no complete destructive cancellation.
These fixed-angle asymptotic expansions are not uniform if is allowed to vary with near a dominance transition. The endpoint/saddle balance near involves ; the two-endpoint competition near has an angular scale .
The following sketches show the contour orientations, the saddle point and both endpoints. The hyperbolic endpoint paths are followed backwards when returning from infinity to ; the dotted far-end connectors indicate the vanishing connecting arc.
Steepest-descent contour deformations for the Gaussian integral at six endpoint angles, with saddle and endpoint paths and integration directions
. Past exam of the mathematics course of the University of Cambridge 2017 ii Paper 3 29E Solution Created 2026-09-24 Updated 2026-10-05
The exponent has saddles , with and . Since the integrand is analytic off the origin, deform the contour to the unit circle and rotate . This gives the exact representationThe dominant saddle at is a steepest-descent direction for the method of steepest descent: . Set and expand the analytic amplitude against . Integrating its Gaussian moments gives the leading factor ; the rest of the contour is exponentially smaller than this dominant contribution outside any fixed neighbourhood of the maximum.
To obtain every coefficient efficiently, the integral satisfies , by differentiating and integrating the derivative of . Substitute to get and . Therefore the full asymptotic expansion isHere . For each fixed truncation at , the relative remainder is as . The infinite series is generally divergent, and this all-orders expansion does not purport to resolve exponentially small saddle contributions or their Stokes phenomenon.
