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How many zeros of a random sparse polynomial are real?

Published:27 July 2020Publication History

ABSTRACT

We investigate the number of real zeros of a univariate k-sparse polynomial f over the reals, when the coefficients of f come from independent standard normal distributions. Recently Bürgisser, Ergür and Tonelli-Cueto showed that the expected number of real zeros of f in such cases is bounded by [EQUATION]. In this work, we improve the bound to [EQUATION] and also show that this bound is tight by constructing a family of sparse support whose expected number of real zeros is lower bounded by [EQUATION]. Our main technique is an alternative formulation of the Kac integral by Edelman-Kostlan which allows us to bound the expected number of zeros of f in terms of the expected number of zeros of polynomials of lower sparsity. Using our technique, we also recover the O (log n) bound on the expected number of real zeros of a dense polynomial of degree n with coefficients coming from independent standard normal distributions.

References

  1. Frédéric Bihan and Frank Sottile. 2007. New fewnomial upper bounds from Gale dual polynomial systems. Mosc. Math. J. 7, 3 (2007), 387--407, 573. Google ScholarGoogle ScholarCross RefCross Ref
  2. Lenore Blum, Felipe Cucker, Michael Shub, and Steve Smale. 1998. Complexity and real computation. Springer-Verlag, New York. xvi+453 pages. With a foreword by Richard M. Karp. Google ScholarGoogle ScholarCross RefCross Ref
  3. Irénée Briquel and Peter Bürgisser. 2020. The real tau-conjecture is true on average. Random Structures & Algorithms (2020). arXiv:https://onlinelibrary.wiley.com/doi/pdf/10.1002/rsa.20926 Google ScholarGoogle ScholarCross RefCross Ref
  4. Peter Bürgisser. 2009. On defining integers and proving arithmetic circuit lower bounds. Comput. Complexity 18, 1 (2009), 81--103. Google ScholarGoogle ScholarDigital LibraryDigital Library
  5. Peter Bürgisser, Ergür Alperen A., and Josué Tonelli-Cueto. 2019. On the Number of Real Zeros of Random Fewnomials. SIAM Journal on Applied Algebra and Geometry 3, 4 (2019), 721--732.Google ScholarGoogle ScholarCross RefCross Ref
  6. René Descartes. 1886. La géométrie. Hermann.Google ScholarGoogle Scholar
  7. Alan Edelman and Eric Kostlan. 1995. How many zeros of a random polynomial are real? Bull. Amer. Math. Soc. (N.S.) 32, 1 (1995), 1--37. Google ScholarGoogle ScholarCross RefCross Ref
  8. Paul Erdös and A. C. Offord. 1956. On the number of real roots of a random algebraic equation. Proc. London Math. Soc. (3) 6 (1956), 139--160. Google ScholarGoogle ScholarCross RefCross Ref
  9. Boulos El Hilany. 2016. Géométrie Tropicale et Systèmes Polynomiaux. Ph.D. Dissertation. LAMA, Universite Savoie Mont Blanc et de Universite Grenoble Alpes.Google ScholarGoogle Scholar
  10. A. G. Hovanskiĭ. 1980. A class of systems of transcendental equations. Dokl. Akad. Nauk SSSR 255, 4 (1980), 804--807.Google ScholarGoogle Scholar
  11. Pavel Hrubes. 2013. On the Real τ-Conjecture and the Distribution of Complex Roots. Theory of Computing 9 (2013), 403--411. Google ScholarGoogle ScholarCross RefCross Ref
  12. M. Kac. 1943. On the average number of real roots of a random algebraic equation. Bull. Amer. Math. Soc. 49 (1943), 314--320. Google ScholarGoogle ScholarCross RefCross Ref
  13. A. G. Khovanskiĭ. 1991. Fewnomials. Translations of Mathematical Monographs, Vol. 88. American Mathematical Society, Providence, RI. viii+139 pages. Translated from the Russian by Smilka Zdravkovska.Google ScholarGoogle Scholar
  14. Pascal Koiran. 2011. Shallow circuits with high-powered inputs. In Innovations in Computer Science - ICS 2010, Tsinghua University, Beijing, China, January 7--9, 2011. Proceedings. 309--320. http://conference.iiis.tsinghua.edu.cn/ICS2011/content/papers/5.htmlGoogle ScholarGoogle Scholar
  15. Pascal Koiran, Natacha Portier, and Sébastien Tavenas. 2015. A Wronskian approach to the real τ-conjecture. J. Symb. Comput. 68 (2015), 195--214. Google ScholarGoogle ScholarDigital LibraryDigital Library
  16. Pascal Koiran, Natacha Portier, Sébastien Tavenas, and Stéphan Thomassé. 2015. A τ-Conjecture for Newton Polygons. Foundations of Computational Mathematics 15, 1 (2015), 185--197. Google ScholarGoogle ScholarDigital LibraryDigital Library
  17. A. Kushnirenko. 26 February 2008. Letter to Frank Sottile. www.math.tamu.edu/~sottile/research/pdf/kushnirenko.pdf.Google ScholarGoogle Scholar
  18. J. E. Littlewood and A. C. Offord. 1938. On the Number of Real Roots of a Random Algebraic Equation. J. London Math. Soc. 13, 4 (1938), 288--295. Google ScholarGoogle ScholarCross RefCross Ref
  19. Gregorio Malajovich and J. Maurice Rojas. 2004. High probability analysis of the condition number of sparse polynomial systems. Theoret. Comput. Sci. 315, 2--3 (2004), 524--555. Google ScholarGoogle ScholarDigital LibraryDigital Library
  20. J. Maurice Rojas. 1996. On the average number of real roots of certain random sparse polynomial systems. In The mathematics of numerical analysis (Park City, UT, 1995). Lectures in Appl. Math., Vol. 32. Amer. Math. Soc., Providence, RI, 689--699.Google ScholarGoogle Scholar
  21. Ramprasad Saptharishi. 2015. A survey of lower bounds in arithmetic circuit complexity. Github survey (2015).Google ScholarGoogle Scholar
  22. Amir Shpilka and Amir Yehudayoff. 2010. Arithmetic Circuits: A survey of recent results and open questions. Foundations and Trends in Theoretical Computer Science 5, 3--4 (2010), 207--388. Google ScholarGoogle ScholarDigital LibraryDigital Library
  23. Michael Shub and Steve Smale. 1995. On the intractability of Hilbert's Nullstellensatz and an algebraic version of "NP ≠ P?". Duke Math. J. 81 (1995), 47--54 (1996). A celebration of John F. Nash, Jr. Google ScholarGoogle ScholarCross RefCross Ref
  24. Frank Sottile. 2011. Real solutions to equations from geometry. University Lecture Series, Vol. 57. American Mathematical Society, Providence, RI. x+200 pages. Google ScholarGoogle ScholarCross RefCross Ref

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        cover image ACM Other conferences
        ISSAC '20: Proceedings of the 45th International Symposium on Symbolic and Algebraic Computation
        July 2020
        480 pages
        ISBN:9781450371001
        DOI:10.1145/3373207

        Copyright © 2020 ACM

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        Publication History

        • Published: 27 July 2020

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        ISSAC '20 Paper Acceptance Rate58of102submissions,57%Overall Acceptance Rate395of838submissions,47%

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