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Fast wave computation via Fourier integral operators
Authors:
Laurent Demanet and Lexing Ying
Journal:
Math. Comp. 81 (2012), 1455-1486
MSC (2010):
Primary 65M80, 65T99
Posted:
February 7, 2012
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Abstract: This paper presents a numerical method for ``time upscaling'' wave equations, i.e., performing time steps not limited by the Courant-Friedrichs-Lewy (CFL) condition. The proposed method leverages recent work on fast algorithms for pseudodifferential and Fourier integral operators (FIO). This algorithmic approach is not asymptotic: it is shown how to construct an exact FIO propagator by 1) solving Hamilton-Jacobi equations for the phases, and 2) sampling rows and columns of low-rank matrices at random for the amplitudes. The setting of interest is that of scalar waves in two-dimensional smooth periodic media (of class over the torus), where the bandlimit of the waves goes to infinity. In this setting, it is demonstrated that the algorithmic complexity for solving the wave equation to fixed time can be as low as with controlled accuracy. Numerical experiments show that the time complexity can be lower than that of a spectral method in certain situations of physical interest.
References
- [BB00]
Samit
Basu and Yoram
Bresler,
𝑂(𝑁²𝑙𝑜𝑔₂𝑁)
filtered backprojection reconstruction algorithm for tomography, IEEE
Trans. Image Process. 9 (2000), no. 10,
1760–1773. MR 1807567
(2001j:92020), http://dx.doi.org/10.1109/83.869187
- [BL10]
Mark
Lyon and Oscar
P. Bruno, High-order unconditionally stable FC-AD solvers for
general smooth domains. II. Elliptic, parabolic and hyperbolic PDEs;
theoretical considerations, J. Comput. Phys. 229
(2010), no. 9, 3358–3381. MR 2601104
(2011b:76072), http://dx.doi.org/10.1016/j.jcp.2010.01.006
- [BS96]
Gang
Bao and William
W. Symes, Computation of pseudo-differential operators, SIAM
J. Sci. Comput. 17 (1996), no. 2, 416–429. MR 1374288
(96j:65152), http://dx.doi.org/10.1137/S1064827593258279
- [BS05]
G.
Beylkin and K.
Sandberg, Wave propagation using bases for bandlimited
functions, Wave Motion 41 (2005), no. 3,
263–291. MR 2120171
(2005i:76097), http://dx.doi.org/10.1016/j.wavemoti.2004.05.008
- [CD03]
Emmanuel
Candès and Laurent
Demanet, Curvelets and Fourier integral operators, C. R. Math.
Acad. Sci. Paris 336 (2003), no. 5, 395–398
(English, with English and French summaries). MR 1979352
(2004d:42059), http://dx.doi.org/10.1016/S1631-073X(03)00095-5
- [CD05]
Emmanuel
J. Candès and Laurent
Demanet, The curvelet representation of wave propagators is
optimally sparse, Comm. Pure Appl. Math. 58 (2005),
no. 11, 1472–1528. MR 2165380
(2006f:35165), http://dx.doi.org/10.1002/cpa.20078
- [CDY07]
Emmanuel
Candès, Laurent
Demanet, and Lexing
Ying, Fast computation of Fourier integral operators, SIAM J.
Sci. Comput. 29 (2007), no. 6, 2464–2493. MR 2357623
(2008i:35261), http://dx.doi.org/10.1137/060671139
- [CDY09]
Emmanuel
Candès, Laurent
Demanet, and Lexing
Ying, A fast butterfly algorithm for the computation of Fourier
integral operators, Multiscale Model. Simul. 7
(2009), no. 4, 1727–1750. MR 2539196
(2010k:65312), http://dx.doi.org/10.1137/080734339
- [CF78]
Antonio
Córdoba and Charles
Fefferman, Wave packets and Fourier integral operators, Comm.
Partial Differential Equations 3 (1978), no. 11,
979–1005. MR 507783
(80a:35117), http://dx.doi.org/10.1080/03605307808820083
- [CMSJ01]
W.C. Chew, E. Michielssen, J. M. Song, and J. M. Jin (eds.), Fast and efficient algorithms in computational electromagnetics, Artech House, Inc., Norwood, MA, USA, 2001.
- [dHlRW00]
Maarten
V. de Hoop, Jérôme
H. Le Rousseau, and Ru-Shan
Wu, Generalization of the phase-screen approximation for the
scattering of acoustic waves, Wave Motion 31 (2000),
no. 1, 43–70. MR 1729711
(2000i:76114), http://dx.doi.org/10.1016/S0165-2125(99)00026-8
- [DR93]
A.
Dutt and V.
Rokhlin, Fast Fourier transforms for nonequispaced data, SIAM
J. Sci. Comput. 14 (1993), no. 6, 1368–1393. MR 1241591
(95d:65114), http://dx.doi.org/10.1137/0914081
- [Dui96]
J.
J. Duistermaat, Fourier integral operators, Progress in
Mathematics, vol. 130, Birkhäuser Boston Inc., Boston, MA, 1996.
MR
1362544 (96m:58245)
- [DY09]
Laurent
Demanet and Lexing
Ying, Wave atoms and time upscaling of wave equations, Numer.
Math. 113 (2009), no. 1, 1–71. MR 2511758
(2010d:65272), http://dx.doi.org/10.1007/s00211-009-0226-6
- [DY11]
-, Discrete symbol calculus, SIAM Review 53 (2011), 71-104.
- [EOZ94]
Björn
Engquist, Stanley
Osher, and Sifen
Zhong, Fast wavelet based algorithms for linear evolution
equations, SIAM J. Sci. Comput. 15 (1994),
no. 4, 755–775. MR 1278000
(95a:65146), http://dx.doi.org/10.1137/0915048
- [Hö85]
L. Hörmander, The analysis of linear partial differential operators, 4 volumes, Springer, 1985.
- [Hig97]
Nicholas
J. Higham, Stable iterations for the matrix square root,
Numer. Algorithms 15 (1997), no. 2, 227–242. MR 1475179
(98d:65055), http://dx.doi.org/10.1023/A:1019150005407
- [JMRY03]
Lin
Ji, R.
McLaughlin, Daniel
Renzi, and Jeong-Rock
Yoon, Interior elastodynamics inverse problems: shear wave speed
reconstruction in transient elastography, Inverse Problems
19 (2003), no. 6, S1–S29. Special section on
imaging. MR
2036518 (2005c:35291), http://dx.doi.org/10.1088/0266-5611/19/6/051
- [Lax57]
Peter
D. Lax, Asymptotic solutions of oscillatory initial value
problems, Duke Math. J. 24 (1957), 627–646. MR 0097628
(20 #4096)
- [MB96]
E. Michielssen and A. Boag, A multilevel matrix decomposition algorithm for analyzing scattering from large structures, IEEE Transactions on Antennas and Propagation 44 (1996), no. 8, 1086-1093.
- [NA98]
S. Nilsson and L.E. Andersson, Application of fast backprojection techniques for some inverse problems of synthetic aperture radar, Proc. SPIE 3370 (1998), 62-72.
- [OWR10]
Michael
O’Neil, Franco
Woolfe, and Vladimir
Rokhlin, An algorithm for the rapid evaluation of special function
transforms, Appl. Comput. Harmon. Anal. 28 (2010),
no. 2, 203–226. MR 2595885
(2011h:65272), http://dx.doi.org/10.1016/j.acha.2009.08.005
- [RT07]
Michael
Ruzhansky and Ville
Turunen, On the Fourier analysis of operators on the torus,
Modern trends in pseudo-differential operators, Oper. Theory Adv. Appl.,
vol. 172, Birkhäuser, Basel, 2007, pp. 87–105. MR 2308505
(2008b:35165), http://dx.doi.org/10.1007/978-3-7643-8116-5_5
- [See67]
R.
T. Seeley, Complex powers of an elliptic operator, Singular
Integrals (Proc. Sympos. Pure Math., Chicago, Ill., 1966) Amer. Math.
Soc., Providence, R.I., 1967, pp. 288–307. MR 0237943
(38 #6220)
- [Smi98]
Hart
F. Smith, A parametrix construction for wave equations with
𝐶^{1,1} coefficients, Ann. Inst. Fourier (Grenoble)
48 (1998), no. 3, 797–835 (English, with
English and French summaries). MR 1644105
(99h:35119)
- [Sog93]
Christopher
D. Sogge, Fourier integrals in classical analysis, Cambridge
Tracts in Mathematics, vol. 105, Cambridge University Press,
Cambridge, 1993. MR 1205579
(94c:35178)
- [SSS91]
Andreas
Seeger, Christopher
D. Sogge, and Elias
M. Stein, Regularity properties of Fourier integral operators,
Ann. of Math. (2) 134 (1991), no. 2, 231–251.
MR
1127475 (92g:35252), http://dx.doi.org/10.2307/2944346
- [Ste93]
Elias
M. Stein, Harmonic analysis: real-variable methods, orthogonality,
and oscillatory integrals, Princeton Mathematical Series,
vol. 43, Princeton University Press, Princeton, NJ, 1993. With the
assistance of Timothy S. Murphy; Monographs in Harmonic Analysis, III. MR 1232192
(95c:42002)
- [Sto09]
Christiaan
C. Stolk, A fast method for linear waves based on geometrical
optics, SIAM J. Numer. Anal. 47 (2009), no. 2,
1168–1194. MR 2485449
(2010k:76105), http://dx.doi.org/10.1137/070698919
- [Sym90]
William
W. Symes, Velocity inversion: A case study in infinite-dimensional
optimization, Math. Programming 48 (1990),
no. 1, (Ser. B), 71–102. MR
1553009, http://dx.doi.org/10.1007/BF01582252
- [Sym98]
-, Mathematical foundations of reflection seismology, Tech. report, Rice University, 1998.
- [Tre80]
François
Trèves, Introduction to pseudodifferential and Fourier
integral operators. Vol. 2, Plenum Press, New York, 1980. Fourier
integral operators; The University Series in Mathematics. MR 597145
(82i:58068)
- [Tur00]
V.
Turunen, Commutator characterization of periodic pseudodifferential
operators, Z. Anal. Anwendungen 19 (2000),
no. 1, 95–108. MR 1748052
(2001d:35203)
- [Tyg09]
Mark
Tygert, Fast algorithms for spherical harmonic expansions,
III, J. Comput. Phys. 229 (2010), no. 18,
6181–6192. MR 2660300
(2011h:65005), http://dx.doi.org/10.1016/j.jcp.2010.05.004
- [UHS03]
L. Ulander, H. Hellsten, and G. Stenstrom, Synthetic-aperture radar processing using fast factorized back-projection, IEEE Trans. Aero. Elect. Systems 39 (2003), no. 3, 760-776.
- [YF09]
Lexing
Ying and Sergey
Fomel, Fast computation of partial Fourier transforms,
Multiscale Model. Simul. 8 (2009), no. 1,
110–124. MR 2575047
(2011a:65469), http://dx.doi.org/10.1137/080715457
- [Yin09]
Lexing
Ying, Sparse Fourier transform via butterfly algorithm, SIAM
J. Sci. Comput. 31 (2009), no. 3, 1678–1694. MR 2491541
(2009m:65273), http://dx.doi.org/10.1137/08071291X
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Additional Information
Laurent Demanet
Affiliation:
Department of Mathematics, Massachusetts Institute of Technology, Cambridge, Massachusetts 02139
Lexing Ying
Affiliation:
Department of Mathematics and ICES, The University of Texas at Austin, Austin, Texas 78712
DOI:
http://dx.doi.org/10.1090/S0025-5718-2012-02557-9
PII:
S 0025-5718(2012)02557-9
Keywords:
Wave equations,
Fourier integral operators,
discrete symbol calculus,
random sampling,
separated approximation,
multiscale computations.
Received by editor(s):
July 27, 2011 and in revised form, April 11, 2011
Posted:
February 7, 2012
Article copyright:
© Copyright 2012 American Mathematical Society
The copyright for this article reverts to public domain after
28 years from publication.
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