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Real solution isolation with multiplicity of zero-dimensional triangular systems

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Abstract

Existing algorithms for isolating real solutions of zero-dimensional polynomial systems do not compute the multiplicities of the solutions. In this paper, we define in a natural way the multiplicity of solutions of zero-dimensional triangular polynomial systems and prove that our definition is equivalent to the classical definition of local (intersection) multiplicity. Then we present an effective and complete algorithm for isolating real solutions with multiplicities of zero-dimensional triangular polynomial systems using our definition. The algorithm is based on interval arithmetic and square-free factorization of polynomials with real algebraic coefficients. The computational results on some examples from the literature are presented.

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References

  1. Collins G E, Akritas A G. Polynomial real root isolation using Descartes’ rule of signs. In: Jenks R D, ed. Proceedings of the 1976 ACM Symposium on Symbolic and Algebraic Computations, Yorktown Heights, NY, USA, 1976. 272–275

  2. Collins G E. Quantifier elimination for real closed fields by cylindrical algebraic decomposition. In: Brakhage H, ed. Automata Theory and Formal Languages, LNCS Vol 33. Berlin: Springer, 1975. 134–165

    Google Scholar 

  3. Collins G E, Loos R. Real zeros of polynomials. In: Buchberger B, Collins G E, Loos R, eds. Computer Algebra: Symbolic and Algebraic Computation. New York: Springer, 1982. 83–94

    Google Scholar 

  4. Akritas A G, Bocharov A V, Strzeboński A W. Implementation of real root isolation algorithms in Mathematica. In: Abstracts of the International Conference on Interval and Computer-Algebraic Methods in Science and Engineering, St. Petersburg, Russia, 1994. 23–27

  5. Johnson J R. Algorithms for polynomial real root isolation. In: Caviness B F, Johnson J R, eds. Quantifier Elimination and Cylinderical Algebraic Decomposition. New York: Springer-Verlag, 1998. 269–299

    Google Scholar 

  6. Rouillier F, Zimmermann P. Efficient isolation of polynomial’s real roots. J Comput Appl Math, 2004, 162: 33–50

    Article  MATH  MathSciNet  Google Scholar 

  7. Sharma V. Complexity of real root isolation using continued fractions. In: Brown C W, ed. Proc ISSAC’07, Waterloo, Canada, 2007. 339–346

  8. **a B, Yang L. An algorithm for isolating the real solutions of semi-algebraic systems. J Symb Comput, 2002, 34: 461–477

    Article  MATH  MathSciNet  Google Scholar 

  9. **a B, Zhang T. Real solution isolation using interval arithmetic. Comput Math Appl, 2006, 52: 853–860

    Article  MATH  MathSciNet  Google Scholar 

  10. Cheng J S, Gao X S, Yap C K. Complete numerical isolation of real zeros in general triangular systems. In: Brown C W, ed. Proc ISSAC’07, Waterloo, Canada, 2007. 92–99

  11. Cox D, Little J, O’shea D. Using Algebraic Geometry. 1st ed. New York: Springer, 1998. 130–178

    MATH  Google Scholar 

  12. Greuel G M, Pfister G. A Singular Introduction to Commutative Algebra. 1st ed. Berlin: Springer-Verlag, 2002. 1–88

    MATH  Google Scholar 

  13. Wang D. Elimination Methods. 1st ed. New York: Springer, 2001. 220–226

    MATH  Google Scholar 

  14. **a B, Hou X R. A complete algorithm for counting real solutions of polynomial systems of equations and inequalities. Comput Math Appl, 2002, 44: 633–642

    Article  MATH  MathSciNet  Google Scholar 

  15. Geddes K O, Czapor S R, Labahn G. Algorithms for Computer Algebra. 1st ed. Boston: Kluwer, 1992. 337–347

    Book  MATH  Google Scholar 

  16. Gathen J, Gerhard J. Modern Computer Algebra. 1st ed. Cambridge: Cambridge University Press, 1999. 369–373

    MATH  Google Scholar 

  17. **a B. DISCOVERER: A tool for solving semi-algebraic systems. ACM SIGSAM Bull, 2007, 41: 102–103

    Google Scholar 

  18. Dayton B H, Zeng Z G. Computing the multiplicity structure in solving polynomial systems. In: Brown C W, ed. Proc ISSAC’05, Bei**g, China, 2005. 116–123

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Correspondence to BiCan **a.

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Zhang, Z., Fang, T. & **a, B. Real solution isolation with multiplicity of zero-dimensional triangular systems. Sci. China Inf. Sci. 54, 60–69 (2011). https://doi.org/10.1007/s11432-010-4154-y

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