Skip to main content
Log in

Accurate computation of eigenvalues of generalized sign regular quasi-Said–Ball–Vandermonde matrices

  • Published:
Calcolo Aims and scope Submit manuscript

Abstract

In this paper, a class of quasi-Said-Ball-Vandermonde (q-SBV) matrices belonging to generalized sign regular matrices with signature \((1,\dots ,1,-1)\) is introduced. We first accurately compute all the parameters of q-SBV matrices from their bidiagonal decompositions. Furthermore, an algorithm is proposed for computing all the eigenvalues of q-SBV matrices to high relative accuracy by using the accurate parameters. At last, some numerical experiments are presented to show the efficiency and accuracy of our algorithms.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3

Similar content being viewed by others

Availability of supporting data

Data sharing not applicable to this article as no datasets were generated or analysed during the current study.

References

  1. Ball, A.: CONSURF. Part I: introduction of the conic lofting tile. Comput. Aided Des. 6(4), 243–249 (1974)

    Article  Google Scholar 

  2. Ball, A.: CONSURF Part II: description of the algorithms. Comput. Aided Des. 7(4), 237–242 (1975)

    Article  Google Scholar 

  3. Ball, A.: CONSURF. Part III: How the program is used. Comput. Aided Des. 9(1), 9–12 (1977)

    Article  Google Scholar 

  4. Barlow, J., Demmel, J.: Computing accurate eigensystems of scaled diagonally dominant matrices. SIAM J. Numer. Anal. 27(3), 762–791 (1990)

    Article  MathSciNet  MATH  Google Scholar 

  5. Delgado, J., Peña, J.: On the generalized Ball bases. Adv. Comput. Math. 24(1), 263–280 (2006)

    Article  MathSciNet  MATH  Google Scholar 

  6. Demmel, J., Koev, P.: The accurate and efficient solution of a totally positive generalized Vandermonde linear system. SIAM J. Matrix Anal. Appl. 27(1), 142–152 (2005)

    Article  MathSciNet  MATH  Google Scholar 

  7. Demmel, J., Koev, P.: Accurate SVDs of polynomial Vandermonde matrices involving orthonormal polynomials. Linear Algebra Appl. 417(2–3), 382–396 (2006)

    Article  MathSciNet  MATH  Google Scholar 

  8. Dopico, F., Koev, P.: Perturbation theory for the LDU factorization and accurate computations for diagonally dominant matrices. Numer. Math. 119(2), 337 (2011)

    Article  MathSciNet  MATH  Google Scholar 

  9. Gohberg, I., Olshevsky, V.: Fast inversion of Chebyshev-Vandermonde matrices. Numer. Math. 67, 71–92 (1994)

    Article  MathSciNet  MATH  Google Scholar 

  10. Higham, N.: Accuracy and Stability of Numerical Algorithms. Society for Industrial and Applied Mathematics, Philadelphia (2002)

    Book  MATH  Google Scholar 

  11. Hu, S., Wang, G., Jin, T.: Properties of two types of generalized Ball curves. Comput. Aided Des. 28(2), 125–133 (1996)

    Article  Google Scholar 

  12. Huang, R.: A test and bidiagonal factorization for certain sign regular matrices. Linear Algebra Appl. 438(3), 1240–1251 (2013)

    Article  MathSciNet  MATH  Google Scholar 

  13. Huang, R.: A periodic qd-type reduction for computing eigenvalues of structured matrix products to high relative accuracy. J. Sci. Comput. 75(3), 1229–1261 (2018)

    Article  MathSciNet  MATH  Google Scholar 

  14. Huang, R.: Accurate solutions of weighted least squares problems associated with rank-structured matrices. Appl. Numer. Math. 146, 416–435 (2019)

    Article  MathSciNet  MATH  Google Scholar 

  15. Huang, R.: Accurate eigenvalues of some generalized sign regular matrices via relatively robust representations. J. Sci. Comput. 82(3), 1–30 (2020)

    Article  MathSciNet  Google Scholar 

  16. Huang, R.: A qd-type method for computing generalized singular values of BF matrix pairs with sign regularity to high relative accuracy. Math. Comput. 89(321), 229–252 (2020)

    Article  MathSciNet  MATH  Google Scholar 

  17. Huang, R., Chu, D.: Relative perturbation analysis for eigenvalues and singular values of totally nonpositive matrices. SIAM J. Matrix Anal. Appl. 36(2), 476–495 (2015)

    Article  MathSciNet  MATH  Google Scholar 

  18. Koev, P.: Accurate eigenvalues and SVDs of totally nonnegative matrices. SIAM J. Matrix Anal. Appl. 27(1), 1–23 (2005)

    Article  MathSciNet  MATH  Google Scholar 

  19. Koev, P.: Accurate computations with totally nonnegative matrices. SIAM J. Matrix Anal. Appl. 29(3), 731–751 (2007)

    Article  MathSciNet  MATH  Google Scholar 

  20. Koev, P., Dopico, F.: Accurate eigenvalues of certain sign regular matrices. Linear Algebra Appl. 424(2–3), 435–447 (2007)

    Article  MathSciNet  MATH  Google Scholar 

  21. Koev, P.: http://math.mit.edu/~plamen/software/TNTool.html

  22. Marco, A., Martínez, J.: A fast and accurate algorithm for solving Bernstein-Vandermonde linear systems. Linear Algebra Appl. 422(2–3), 616–628 (2007)

    Article  MathSciNet  MATH  Google Scholar 

  23. Marco, A., Martínez, J.: Accurate computations with Said-Ball-Vandermonde matrices. Linear Algebra Appl. 432(11), 2894–2908 (2010)

    Article  MathSciNet  MATH  Google Scholar 

  24. Marco, A., Martínez, J.: Accurate computations with totally positive Bernstein–Vandermonde matrices. Electron. J. Linear Algebra 26, 357–380 (2013)

    Article  MathSciNet  MATH  Google Scholar 

  25. Marco, A., Martínez, J.: Bidiagonal decomposition of rectangular totally positive Said-Ball-Vandermonde matrices: Error analysis, perturbation theory and applications. Linear Algebra Appl. 495, 90–107 (2016)

    Article  MathSciNet  MATH  Google Scholar 

  26. Marco, A., Martínez, J., Peña, J.: Accurate bidiagonal decomposition of totally positive Cauchy-Vandermonde matrices and applications. Linear Algebra Appl. 517, 63–84 (2017)

    Article  MathSciNet  MATH  Google Scholar 

  27. Peláez, M., Moro, J.: Accurate factorization and eigenvalue algorithms for symmetric DSTU and TSC matrices. SIAM J. Matrix Anal. Appl. 28(4–3), 1173–1198 (2006)

    Article  MathSciNet  MATH  Google Scholar 

  28. Said, H.: A generalized Ball curve and its recursive algorithm. ACM Trans. Graph (TOG) 8(4), 360–371 (1989)

    Article  MATH  Google Scholar 

  29. Yang, Z.: Accurate computations of eigenvalues of quasi-Cauchy-Vandermonde matrices. Linear Algebra Appl. 622, 268–293 (2021)

    Article  MathSciNet  MATH  Google Scholar 

  30. Yang, Z.: Computing eigenvalues of quasi-generalized Vandermonde matrices to high relative accuracy. J. Comput. Appl. Math. 406, 114042 (2022)

    Article  MathSciNet  MATH  Google Scholar 

  31. Yang, Z.: A fast and accurate algorithm for solving linear systems associated with a class of negative matrix. Numer. Linear Algebra Appl. page e2483 (2022)

  32. Yang, Z., Huang, R., Zhu, W.: Accurate computations for eigenvalues of products of Cauchy-polynomial-Vandermonde matrices. Numer. Algorithms 85, 329–351 (2020)

    Article  MathSciNet  MATH  Google Scholar 

  33. Yang, Z., Ma, X.: Computing eigenvalues of quasi-rational Bernstein-Vandermonde matrices to high relative accuracy. Numer. Linear Algebra Appl. 29(3), e2421 (2022)

    Article  MathSciNet  MATH  Google Scholar 

  34. Ye, Q.: Computing singular values of diagonally dominant matrices to high relative accuracy. Math. Comput. 77(264), 2195–2230 (2008)

    Article  MathSciNet  MATH  Google Scholar 

Download references

Acknowledgements

The author is thankful to the editors and the anonymous referees for their valuable comments to improve the paper.

Funding

The work was supported by the Scientific Research Project of Education Department of Hunan Province (Grant No. 21C0837).

Author information

Authors and Affiliations

Authors

Contributions

Yebo Xiong is the single author of the manuscript and responsible for this work.

Corresponding author

Correspondence to Yebo Xiong.

Ethics declarations

Ethics approval

Not applicable.

Financial or non-financial interest

The authors have no relevant financial or non-financial interests to disclose.

Additional information

Publisher's Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Rights and permissions

Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Xiong, Y. Accurate computation of eigenvalues of generalized sign regular quasi-Said–Ball–Vandermonde matrices. Calcolo 60, 39 (2023). https://doi.org/10.1007/s10092-023-00534-4

Download citation

  • Received:

  • Revised:

  • Accepted:

  • Published:

  • DOI: https://doi.org/10.1007/s10092-023-00534-4

Keywords

Mathematics Subject Classification

Navigation