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Computation of Asymptotic Expansions of Turning Point Problems via Cauchy’s Integral Formula: Bessel Functions

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Abstract

Linear second-order differential equations having a large real parameter and turning point in the complex plane are considered. Classical asymptotic expansions for solutions involve the Airy function and its derivative, along with two infinite series, the coefficients of which are usually difficult to compute. By considering the series as asymptotic expansions for two explicitly defined analytic functions, Cauchy’s integral formula is employed to compute the coefficient functions to a high order of accuracy. The method employs a certain exponential form of Liouville–Green expansions for solutions of the differential equation, as well as for the Airy function. We illustrate the use of the method with the high accuracy computation of Airy-type expansions of Bessel functions of complex argument.

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Notes

  1. Around the turning point \(z=-1\), and in general for \(\mathfrak {R}(z)<0\), we can use the continuation formulas in Sect. 10.11 of [11]

References

  1. Amos, D.E.: Algorithm 644: a portable package for Bessel functions of a complex argument and nonnegative order. ACM Trans. Math. Softw. 12(3), 265–273 (1986)

    Article  MATH  MathSciNet  Google Scholar 

  2. Amos, D.E., Daniel, S.L., Weston, M.K.: CDC 6600 subroutines IBESS and JBESS for Bessel functions \(I_{\nu }(x)\) and \(J_{\nu }(x), x\ge 0,\nu \ge 0\). ACM Trans. Math. Softw. 3(1), 76–92 (1977)

    Article  MATH  Google Scholar 

  3. Bornemann, F.: Accuracy and stability of computing high-order derivatives of analytic functions by Cauchy integrals. Found. Comput. Math. 11(1), 1–63 (2011)

    Article  MATH  MathSciNet  Google Scholar 

  4. Boyd, W.G.C.: Asymptotic expansions for the coefficient functions that arise in turning-point problems. Proc. R. Soc. London Ser. A 410(1838), 35–60 (1987)

    Article  MATH  MathSciNet  Google Scholar 

  5. Dunster, T.M.: Asymptotics of the eigenvalues of the rotating harmonic oscillator. J. Comput. Appl. Math. 93(1), 45–73 (1998)

    Article  MATH  MathSciNet  Google Scholar 

  6. Fabijonas, B.R.: Algorithm 838: airy functions. ACM Trans. Math. Softw. 30(4), 491–501 (2004)

    Article  MATH  MathSciNet  Google Scholar 

  7. Gil, A., Segura, J., Temme, N.M.: Algorithm 819: AIZ, BIZ: two Fortran 77 routines for the computation of complex Airy functions. ACM Trans. Math. Softw. 28(3), 325–336 (2002)

    Article  MATH  MathSciNet  Google Scholar 

  8. Gil, A., Segura, J., Temme, N.M.: Numerical Methods for Special Functions. SIAM, Philadelphia (2007)

    Book  MATH  Google Scholar 

  9. Olver, F.W.J.: Asymptotics and special functions. AKP Classics. A K Peters Ltd., Wellesley, MA (1997). Reprint of the 1974 original (Academic Press, New York)

  10. Olver, F.W.J.: Airy and related functions. In: NIST Handbook of Mathematical Functions, pp. 193–213. U.S. Dept. Commerce, Washington, DC (2010)

  11. Olver, F.W.J., Maximon, L.C.: Bessel functions. In: NIST Handbook of Mathematical Functions, pp. 215–286. U.S. Dept. Commerce, Washington, DC (2010)

  12. Temme, N.M.: Numerical algorithms for uniform Airy-type asymptotic expansions. Numer. Algorithms 15(2), 207–225 (1997)

    Article  MATH  MathSciNet  Google Scholar 

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Acknowledgements

We thank the referees for a number of helpful suggestions.

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Correspondence to T. M. Dunster.

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Communicated by Mourad Ismail.

The authors acknowledge support from Ministerio de Economía y Competitividad, Project MTM2015-67142-P (MINECO/FEDER, UE). A. G. and J. S. acknowledge support from Ministerio de Economía y Competitividad, project MTM2012-34787. A. G. acknowledges the Fulbright/MEC Program for support during her stay at SDSU. J. S. acknowledges the Salvador de Madariaga Program for support during his stay at SDSU.

Appendix: Exponential-Form Expansions for Airy Functions

Appendix: Exponential-Form Expansions for Airy Functions

First, the Airy functions \(\mathrm {Ai}_{j}\left( u^{2/3}\zeta \right) \) satisfy

$$\begin{aligned} d^{2}w/d\zeta ^{2}=u^{2}\zeta w. \end{aligned}$$
(A.1)

Letting \(\xi =\int \zeta ^{1/2}d\zeta =\frac{2}{3}\zeta ^{3/2}\) (as in (2.1)), we then have that the functions \(V=\zeta ^{1/4}\mathrm {Ai}_{j}\left( u^{2/3}\zeta \right) \) satisfy

$$\begin{aligned} \frac{d^{2}V}{d\xi ^{2}}=\left\{ u^{2}-\frac{5}{36\xi ^{2}}\right\} V. \end{aligned}$$

An asymptotic solution of the form (2.4) now applies. In particular, on identifying solutions of (A.1) that are recessive at \(\zeta =+\infty \), we have that there exists a constant c(u) such that

$$\begin{aligned} \mathrm {Ai}\left( u^{2/3}\zeta \right) \sim c(u) \zeta ^{-1/4} \exp \left\{ -u\xi +\displaystyle \sum _{s=1}^{\infty } (-1)^{s} \frac{e_{s}(\xi )}{u^{s}}\right\} \end{aligned}$$

as \(u^{2/3}\zeta \rightarrow \infty \) in the sector \(\left| \arg \left( \zeta \right) \right| \le \pi -\delta \) (\(\delta >0)\).

The coefficients in this expansion are given by (2.5) - (2.7), with E and F replaced by e and f, respectively, and \(\phi (\xi )=-\frac{5}{{36}}\xi ^{-2}\). In particular, \(e_{s}(\xi )=\int _{\infty }^{\xi }f_{s}(t)dt\), where

$$\begin{aligned} f_{1}(\xi )=-\frac{5}{72\xi ^{2}},\quad f_{2}(\xi )=-\frac{5}{72\xi ^{3}} \end{aligned}$$

and

$$\begin{aligned} f_{s+1}(\xi )=-\frac{1}{2}f_{s}^{\prime }(\xi )-\frac{1}{2} \displaystyle \sum _{j=1}^{s-1}f_{j}(\xi )f_{s-j}(\xi )\quad (s\ge 2). \end{aligned}$$

Thus

$$\begin{aligned} f_{s}(\xi ) =-\frac{a_{s}}{\xi ^{s+1}},\quad e_{s}(\xi ) =\frac{a_{s}}{s\xi ^{s}} \quad (s=1,2,3,\ldots ) , \end{aligned}$$

where \(a_{1}=a_{2}=\frac{5}{72}\), and

$$\begin{aligned} a_{s+1}=\frac{1}{2}(s+1) a_{s} +\frac{1}{2} \displaystyle \sum _{j=1}^{s-1}a_{j}a_{s-j}\quad (s\ge 2) . \end{aligned}$$
(A.2)

From the well-known leading term

$$\begin{aligned} \mathrm {Ai}\left( u^{2/3}\zeta \right) \sim \frac{e^{-u\xi }}{2\pi ^{1/2}u^{1/6}\zeta ^{1/4}} \quad \left( u^{2/3}\zeta \rightarrow \infty \right) , \end{aligned}$$

we obtain \(c(u) =1/\left( 2\pi ^{1/2}u^{1/6}\right) \), and hence we deduce that

$$\begin{aligned} \mathrm {Ai}\left( u^{2/3}\zeta \right) \sim \frac{1}{2\pi ^{1/2}u^{1/6}\zeta ^{1/4}} \exp \left\{ -u\xi +\displaystyle \sum _{s=1}^{\infty }(-1)^s \frac{a_{s}}{su^{s}\xi ^{s}}\right\} , \end{aligned}$$
(A.3)

which is uniformly valid for \(\left| \arg \left( \zeta \right) \right| \le \pi -\delta \) (\(\delta >0\)). Expansions for \(\mathrm {Ai}_{\pm 1}\left( u^{2/3}\zeta \right) \) can be obtained directly from this.

Next, from differentiating (A.1), we find that \(y=\zeta ^{-1/2}\mathrm {Ai}_{j}^{\prime } \left( u^{2/3}\zeta \right) \) satisfy

$$\begin{aligned} \frac{d^{2}y}{d\zeta ^{2}}=\left\{ u^{2}\zeta +\frac{3}{4\zeta ^{2}}\right\} y. \end{aligned}$$

Thus, again with \(\xi =\frac{2}{3}\zeta ^{3/2}\), we have that \({\tilde{V}}=\zeta ^{-1/4}\mathrm {Ai}_{j}^{\prime }\left( u^{2/3}\zeta \right) \) satisfy

$$\begin{aligned} \frac{d^{2}{\tilde{V}}}{d\xi ^{2}}=\left\{ u^{2}+\frac{7}{36\xi ^{2}}\right\} {\tilde{V}}. \end{aligned}$$

Similarly to (A.3), on using [10, (9.7.6)], we deduce that

$$\begin{aligned} \mathrm {Ai}^{\prime }\left( u^{2/3}\zeta \right) \sim -\frac{u^{1/6}\zeta ^{1/4}}{2\pi ^{1/2}} \exp \left\{ -u\xi +\displaystyle \sum _{s=1}^{\infty }(-1)^{s} \frac{{\tilde{a}}_{s}}{su^{s}\xi ^{s}}\right\} \end{aligned}$$
(A.4)

for \(\left| \arg (\zeta )\right| \le \pi -\delta \), where \({\tilde{a}}_{1}={\tilde{a}}_{2}=-\frac{7}{72}\), and subsequent terms also satisfy (A.2). Expansions for \(\mathrm {Ai}_{\pm 1}^{\prime }\left( u^{2/3}\zeta \right) \) can be obtained directly from this.

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Dunster, T.M., Gil, A. & Segura, J. Computation of Asymptotic Expansions of Turning Point Problems via Cauchy’s Integral Formula: Bessel Functions. Constr Approx 46, 645–675 (2017). https://doi.org/10.1007/s00365-017-9372-8

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