Abstract
The approximate computer algebra has scarcely been used for computations in industry so far. In order to break through this situation, we consider the series expansion of multivariate eigenvalues at their critical points in an aircraft control model. We show that the approximate square-free decomposition of univariate polynomial is quite useful in finding critical points semi-numerically and that the approximate factorization is successfully used for factoring multivariate polynomials with floating-point number coefficients. Furthermore, the “effective floating-point numbers” are quite useful in eliminating fully-erroneous terms from small but meaningful terms.
Work supported by Japan Society for the Promotion of Science under Grants 23500003.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
References
Katayanagi, R.: Introduction to Aircraft Design. Nikkan Kohgyo Shinbun (Manufacturing Newspaper, Co.), Tokyo (2009) (in Japanese)
Suzuki, T., Itamiya, K.: Fundamentals of Modern Control. Morikita Publ. Co., Tokyo (2011) (in Japanese)
Corless, R.M., Giesbrecht, M.W., Jeffrey, D.J.: Approximate polynomial decomposition. In: Proceedings of ISSAC 1999 (Intn’l Symp. on Symbolic and Algebraic Computation), pp. 213–219. ACM Press (1999)
Giesbrecht, M., Pham, N.: A symbolic computation approach to the projection method. In: Proceedings of ASCM 2012 (Asian Symp. on Computer Mathematics) (2012) (to appear)
Inaba, D., Sasaki, T.: A numerical study of extended Hensel series. In: Proceedings of SNC 2007 (Intn’l Workshop on Symbolic-Numeric Computation), pp. 103–109. ACM Press (2007)
Kako, F., Sasaki, T.: Proposal of “effective” floating-point number. Preprint of Univ. Tsukuba (May 1997) (unpublished)
Kitamoto, T.: On Puiseux expansion of approximate eigenvalues and eigenvectors. IEICE Trans. Fundamentals E81-A, 1242–1251 (1998)
Li, Z., Yang, Z., Zhi, L.: Blind image deconvolution via fast approximate GCD. In: Proceedings of ISSAC 2010 (Intn’l Symp. on Symbolic and Algebraic Computation), pp. 155–162. ACM Press (2010)
Noda, M.-T., Sasaki, T.: Approximate GCD and its application to ill-conditioned algebraic equations. J. Comput. App. Math. 38, 335–351 (1991)
Ochi, M., Noda, M.-T., Sasaki, T.: Approximate GCD of multivariate polynomials and application to ill-conditioned system of algebraic equations. J. Inf. Proces. 14, 292–300 (1991)
Sasaki, T.: The subresultant and clusters of close roots. In: Proceedings of ISSAC 2003 (Intn’l Symp. on Symbolic and Algebraic Computation), pp. 232–239. ACM Press (2003)
Sasaki, T.: A theory and an algorithm of approximate Gröbner bases. In: Proceedings of SYNASC 2011 (Symbolic and Numeric Algorithms for Scientific Computing), pp. 23–30. IEEE Computer Society Press (2012)
Sasaki, T., Inaba, D.: Hensel construction of F(x,u 1,…,u ℓ), ℓ ≥ 2, at a singular point. ACM SIGSAM Bulletin 34, 9–17 (2000)
Sasaki, T., Inaba, D.: Convergence and many-valuedness of Hensel series near the expansion point. In: Proceedings of SNC 2009 (Intn’l Workshop on Symbolic-Numeric Computation), pp. 159–167. ACM Press (2009)
Sasaki, T., Inaba, D.: A study of Hensel series in general case. In: Proceedings of SNC 2011 (Intn’l Workshop on Symbolic-Numeric Computation), pp. 34–43. ACM Press (2011)
Sasaki, T., Inaba, D.: Approximately singular systems and ill-conditioned polynomial systems. In: Gerdt, V.P., Koepf, W., Mayr, E.W., Vorozhtsov, E.V. (eds.) CASC 2012. LNCS, vol. 7442, pp. 308–320. Springer, Heidelberg (2012)
Sasaki, T., Kako, F.: Solving multivariate algebraic equation by Hensel construction, pp. 257–285. Preprint of Univ., Tsukuba (1999); Japan J. Indust. Appl. Math. 16, 257–285 (1999)
Sasaki, T., Kako, F.: An algebraic method for separating close-root clusters and the minimum root separation. In: Proceedings of SNC 2005 (Intn’l Workshop on Symbolic-Numeric Computation), pp. 126–143. ACM Press (2005); Trends in Mathematics (Symbolic-Numeric Computation), Birkhäuser, 149–166 (2007)
Sasaki, T., Noda, M.-T.: Approximate square-free decomposition and root-finding of ill-conditioned algebraic equations. J. Inf. Proces. 12, 159–168 (1989)
Sasaki, T., Sasaki, M.: Analysis of accuracy decreasing in polynomial remainder sequence with floating-point number coefficients. J. Inf. Proces. 12, 394–403 (1989)
Sasaki, T., Suzuki, M., Kolář, M., Sasaki, M.: Approximate factorization of multivariate polynomials and absolute irreducibility testing. Japan J. Indust. Appl. Math. 8, 357–375 (1991)
Sasaki, T., Saito, T., Hirano, T.: Analysis of approximate factorization algorithm I. Japan J. Indust. Appl. Math. 9, 351–368 (1992)
Sasaki, T., Terui, A.: Computing clustered close-roots of univariate polynomials. In: Proceedings of SNC 2009 (Intn’l Workshop on Symbolic-Numeric Computation), pp. 177–184. ACM Press (2009)
Sasaki, T., Yamaguchi, T.: An analysis of cancellation error in multivariate Hensel construction with floating-point number arithmetic. In: Proceedings of ISSAC 1998 (Intn’l Symp. on Symbolic and Algebraic Computation), pp. 1–8. ACM Press (1998)
Shirayanagi, K.: An algorithm to compute floating-point Gröbner bases. In: Mathematical Computation with Maple V. Ideas and Applications, Birkäuser, pp. 95–106 (1993)
Smith, B.T.: Error bounds for zeros of a polynomial based on Gerschgorin’s theorems. J. ACM 17, 661–674 (1970)
Stetter, H.J., Thallinger, G.H.: Singular systems of polynomials. In: Proceedings of ISSAC 1998 (Intn’l Symp. on Symbolic and Algebraic Computation), pp. 9–16. ACM Press (1998)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2013 Springer International Publishing Switzerland
About this paper
Cite this paper
Sasaki, T., Inaba, D., Kako, F. (2013). Towards Industrial Application of Approximate Computer Algebra. In: Gerdt, V.P., Koepf, W., Mayr, E.W., Vorozhtsov, E.V. (eds) Computer Algebra in Scientific Computing. CASC 2013. Lecture Notes in Computer Science, vol 8136. Springer, Cham. https://doi.org/10.1007/978-3-319-02297-0_26
Download citation
DOI: https://doi.org/10.1007/978-3-319-02297-0_26
Publisher Name: Springer, Cham
Print ISBN: 978-3-319-02296-3
Online ISBN: 978-3-319-02297-0
eBook Packages: Computer ScienceComputer Science (R0)