Resources

Who’s who: a timeline

Many of the methods and theorems in this course are named after people. Click on a name to see when they lived and where their work appears in the lecture notes.

References

Arnold, Douglas N. n.d. “Some Disasters Attributable to Bad Numerical Computing.” https://www-users.cse.umn.edu/~arnold/disasters/. https://www-users.cse.umn.edu/~arnold/disasters/.
Berrut, Jean-Paul, and Lloyd N. Trefethen. 2004. “Barycentric Lagrange Interpolation.” SIAM Review 46 (3): 501–17. https://doi.org/10.1137/S0036144502417715.
Brent, Richard P. 1971. “An Algorithm with Guaranteed Convergence for Finding a Zero of a Function.” The Computer Journal 14 (4): 422–25. https://doi.org/10.1093/comjnl/14.4.422.
Bryan, Kurt, and Tanya Leise. 2006. “The $25,000,000,000 Eigenvector: The Linear Algebra Behind Google.” SIAM Review 48 (3): 569–81. https://doi.org/10.1137/050623280.
Burden, Richard L., J. Douglas Faires, and Annette M. Burden. 2016. Numerical Analysis. 10th ed. Cengage Learning. https://doi.org/10.13140/2.1.4830.2406.
Caflisch, Russel E. 1998. “Monte Carlo and Quasi-Monte Carlo Methods.” Acta Numerica 7: 1–49. https://doi.org/10.1017/S0962492900002804.
Driscoll, Tobin A., and Richard J. Braun. 2017. Fundamentals of Numerical Computation. Society for Industrial; Applied Mathematics. https://doi.org/10.1137/1.9781611975086.
Epperson, James F. 1987. “On the Runge Example.” The American Mathematical Monthly 94 (4): 329–41. https://doi.org/10.2307/2323093.
Floater, Michael S., and Kai Hormann. 2007. “Barycentric Rational Interpolation with No Poles and High Rates of Approximation.” Numerische Mathematik 107 (2): 315–31. https://doi.org/10.1007/s00211-007-0093-y.
Goldberg, David. 1991. “What Every Computer Scientist Should Know about Floating-Point Arithmetic.” ACM Computing Surveys 23 (1): 5–48. https://doi.org/10.1145/103162.103163.
Golub, Gene H., and Charles F. Van Loan. 2013. Matrix Computations. 4th ed. Baltimore, MD: Johns Hopkins University Press.
Golub, Gene H., and John H. Welsch. 1969. “Calculation of Gauss Quadrature Rules.” Mathematics of Computation 23 (106): 221–30. https://doi.org/10.1090/S0025-5718-69-99647-1.
Gray, Robert M. 2006. “Toeplitz and Circulant Matrices: A Review.” Foundations and Trends in Communications and Information Theory 2 (3): 155–239. https://doi.org/10.1561/0100000006.
Hairer, Ernst, Christian Lubich, and Gerhard Wanner. 2003. “Geometric Numerical Integration Illustrated by the Störmer–Verlet Method.” Acta Numerica 12: 399–450. https://doi.org/10.1017/S0962492902000144.
Higham, Nicholas J. 2002. Accuracy and Stability of Numerical Algorithms. 2nd ed. Philadelphia, PA: Society for Industrial; Applied Mathematics. https://doi.org/10.1137/1.9780898718027.
———. 2004. “The Numerical Stability of Barycentric Lagrange Interpolation.” IMA Journal of Numerical Analysis 24 (4): 547–56. https://doi.org/10.1093/imanum/24.4.547.
Higham, Nicholas J., and Theo Mary. 2022. “Mixed Precision Algorithms in Numerical Linear Algebra.” Acta Numerica 31: 347–414. https://doi.org/10.1017/S0962492922000022.
Kahan, William. 1965. “Pracniques: Further Remarks on Reducing Truncation Errors.” Communications of the ACM 8 (1): 40. https://doi.org/10.1145/363707.363723.
Muller, Jean-Michel. 2006. Elementary Functions: Algorithms and Implementation. 2nd ed. Boston, MA: Birkhäuser. https://doi.org/10.1007/b137928.
Osada, Naoki. 1994. “An Optimal Multiple Root-Finding Method of Order Three.” Journal of Computational and Applied Mathematics 51 (1): 131–33. https://doi.org/10.1016/0377-0427(94)00044-1.
Scavo, T. R., and J. B. Thoo. 1995. “On the Geometry of Halley’s Method.” The American Mathematical Monthly 102 (5): 417–26. https://doi.org/10.1080/00029890.1995.12004594.
Süli, Endre, and David F. Mayers. 2003. An Introduction to Numerical Analysis. Cambridge, England: Cambridge University Press. https://doi.org/10.1017/CBO9780511801181.
Traub, Joe F. 1964. Iterative Methods for the Solution of Equations. Englewood Cliffs, NJ: Prentice-Hall.
Trefethen, Lloyd N. 2008. “Is Gauss Quadrature Better Than Clenshaw–Curtis?” SIAM Review 50 (1): 67–87. https://doi.org/10.1137/060659831.
———. 2019. Approximation Theory and Approximation Practice, Extended Edition. Philadelphia, PA: Society for Industrial; Applied Mathematics. https://doi.org/10.1137/1.9781611975949.
Trefethen, Lloyd N., and David Bau III. 1997. Numerical Linear Algebra. Philadelphia, PA: Society for Industrial; Applied Mathematics. https://doi.org/10.1137/1.9780898719574.
Trefethen, Lloyd N., and J. A. C. Weideman. 2014. “The Exponentially Convergent Trapezoidal Rule.” SIAM Review 56 (3): 385–458. https://doi.org/10.1137/130932132.
Wallace, Gregory K. 1992. “The JPEG Still Picture Compression Standard.” IEEE Transactions on Consumer Electronics 38 (1): xviii–xxxiv. https://doi.org/10.1109/30.125072.
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