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Mathematics of Computation

Published by the American Mathematical Society since 1960 (published as Mathematical Tables and other Aids to Computation 1943-1959), Mathematics of Computation is devoted to research articles of the highest quality in computational mathematics.

ISSN 1088-6842 (online) ISSN 0025-5718 (print)

The 2020 MCQ for Mathematics of Computation is 1.78.

What is MCQ? The Mathematical Citation Quotient (MCQ) measures journal impact by looking at citations over a five-year period. Subscribers to MathSciNet may click through for more detailed information.

 

A stochastic roundoff error analysis for the fast Fourier transform
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by Daniela Calvetti PDF
Math. Comp. 56 (1991), 755-774 Request permission

Abstract:

We study the accuracy of the output of the Fast Fourier Transform by estimating the expected value and the variance of the accompanying linear forms in terms of the expected value and variance of the relative roundoff errors for the elementary operations of addition and multiplication. We compare the results with the corresponding ones for the direct algorithm for the Discrete Fourier Transform, and we give indications of the relative performances when different rounding schemes are used. We also present the results of numerical experiments run to test the theoretical bounds and discuss their significance.
References
  • Ramesh C. Agarwal and James W. Cooley, Fourier transform and convolution subroutines for the IBM 3090 Vector Facility, IBM J. Res. Develop. 30 (1986), no. 2, 145–162. MR 840342, DOI 10.1147/rd.302.0145
  • Steven F. Arnold, The theory of linear models and multivariate analysis, Wiley Series in Probability and Mathematical Statistics, John Wiley & Sons, Inc., New York, 1981. MR 606011
  • Peter Bloomfield, Fourier analysis of time series, 2nd ed., Wiley Series in Probability and Statistics: Applied Probability and Statistics, Wiley-Interscience [John Wiley & Sons], New York, 2000. An introduction. MR 1884963, DOI 10.1002/0471722235
  • D. Calvetti, A stochastic roundoff error analysis for the FFT, Doctoral Dissertation, University of North Carolina at Chapel Hill, 1989. J. W. R. Cooley, A. W. Lewis, and P. D. Welsh, The Fast Fourier Transform and its applications, Research Paper Rc-1743, IBM Research, 1967. —, The Fast Fourier Transform algorithm: Programming considerations in the calculation of sine, cosine, and Laplace transforms, J. Sound Vibration 12 (1970), 315-337.
  • James W. Cooley and John W. Tukey, An algorithm for the machine calculation of complex Fourier series, Math. Comp. 19 (1965), 297–301. MR 178586, DOI 10.1090/S0025-5718-1965-0178586-1
  • C. de Boor, FFT as nested multiplication with a twist, SIAM J. Sci. Statist. Comput. 1 (1980), 173-178. W. Gander and A. Mazzario, Numerische Prozeduren. I (in memoriam Heinz Rutishauser), Ber. Fachgruppe Comput. Wiss., vol. 4, ETH, Zurich, 1972. W. M. Gentleman and G. Sande, Fast Fourier Transforms—For fun and profit, Fall Joint Computer Conf., AFIPS Proc., vol. 29, Spartan, Washington, D. C., 1966, pp. 563-578.
  • Peter Henrici, Discrete variable methods in ordinary differential equations, John Wiley & Sons, Inc., New York-London, 1962. MR 0135729
  • Peter Henrici, A model for the propagation of rounding error in floating arithmetic, Interval mathematics, 1980 (Freiburg, 1980) Academic Press, New York-London, 1980, pp. 49–73. MR 651358
  • Peter Henrici, Essentials of numerical analysis with pocket calculator demonstrations, John Wiley & Sons, Inc., New York, 1982. MR 655251
  • Peter Henrici, Applied and computational complex analysis. Vol. 3, Pure and Applied Mathematics (New York), John Wiley & Sons, Inc., New York, 1986. Discrete Fourier analysis—Cauchy integrals—construction of conformal maps—univalent functions; A Wiley-Interscience Publication. MR 822470
  • Toyohisa Kaneko and Bede Liu, Accumulation of round-off error in fast Fourier transforms, J. Assoc. Comput. Mach. 17 (1970), 637–654. MR 275710, DOI 10.1145/321607.321613
  • Gerhard Merz, Fast Fourier transform algorithms with applications, Computational aspects of complex analysis (Braunlage, 1982) NATO Adv. Sci. Inst. Ser. C: Math. Phys. Sci., vol. 102, Reidel, Dordrecht, 1983, pp. 249–278. MR 712899, DOI 10.1093/comjnl/25.2.278
  • George U. Ramos, Roundoff error analysis of the fast Fourier transform, Math. Comp. 25 (1971), 757–768. MR 300488, DOI 10.1090/S0025-5718-1971-0300488-0
  • R. C. Singleton, Algorithm 339. An Algol procedure for the Fast Fourier Transform with arbitrary factors, Comm. ACM 11 (1968), 776. F. Stummel, Forward error analysis of Gaussian elimination, Numer. Math. 46 (1985), 365-395; 397-415.
  • Friedrich Stummel and Karl Hainer, Praktische Mathematik, 2nd ed., Teubner Studienbücher Mathematik. [Teubner Mathematical Textbooks], B. G. Teubner, Stuttgart, 1982 (German). MR 660252
  • Clive Temperton, Self-sorting mixed-radix fast Fourier transforms, J. Comput. Phys. 52 (1983), no. 1, 1–23. MR 725591, DOI 10.1016/0021-9991(83)90013-X
  • M. L. Uhrich, Fast Fourier Transform without sorting, IEEE Trans. Audio Electroacoust. 17 (1969), 170-172. P. D. Welsh, A fixed-point fast Fourier transform error analysis, IEEE Trans. Audio Electroacoust. 17 (1969), 151-157. C. J. Weinstein, Roundoff noise in floating point fast Fourier transform computation, IEEE Trans. Audio Electroacoust. 17 (1969), 209-215.
  • J. H. Wilkinson, Rounding errors in algebraic processes, Prentice-Hall, Inc., Englewood Cliffs, N.J., 1963. MR 0161456
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Additional Information
  • © Copyright 1991 American Mathematical Society
  • Journal: Math. Comp. 56 (1991), 755-774
  • MSC: Primary 65T20; Secondary 65G05
  • DOI: https://doi.org/10.1090/S0025-5718-1991-1068824-0
  • MathSciNet review: 1068824