Abstract
We refine and extend quantitative bounds on the fraction of nonnegative polynomials that are sums of squares to the multihomogeneous case.
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Artin, H.: Über die Zerlegung definiter Funktionen in Quadrate. Abh. Math. Semin. Univ. Hamb. 5(1), 100–115 (1927)
Barvinok, A.: Estimating \(L^{\infty }\) norms by \(L^{2k}\) norms for functions on orbits. Found. Comput. Math. 2(4), 393–412 (2002)
Barvinok, A., Blekherman, G.: Convex geometry of orbits. In: Goodman, J.E., et al. (eds.) Combinatorial and Computational Geometry. Mathematical Sciences Research Institute Publications, vol. 52, pp. 51–77. Cambridge University Press, Cambridge (2005)
Blekherman, G.: Convexity properties of the cone of nonnegative polynomials. Discrete Comput. Geom. 32(3), 345–371 (2004)
Blekherman, G.: There are significantly more nonnegative polynomials than sums of squares. Isr. J. Math. 153, 355–380 (2006)
Blekherman, G., Smith, G., Velasco, M.: Sums of squares and varieties of minimal degree. J. Am. Math. Soc. 29(3), 893–913 (2016)
Bourgain, J., Milman, V.D.: New volume ratio properties for convex symmetric bodies in \(\mathbb{R}^n\). Invent. Math. 88(2), 319–340 (1987)
Brazitikos, S., Giannopoulos, A., Valettas, P., Vritsiou, B.-H.: Geometry of Isotropic Convex Bodies. Mathematical Surveys and Monographs, vol. 196. American Mathematical Society, Providence (2014)
Choi, M.D., Lam, T.Y., Reznick, B.: Real zeros of positive semidefinite forms. I. Math. Z. 171(1), 1–26 (1980)
Duoandikoetxea, J.: Reverse Hölder inequalities for spherical harmonics. Proc. Am. Math. Soc. 101(3), 487–491 (1987)
Helgason, S.: Groups and Geometric Analysis. Pure and Applied Mathematics, vol. 113. Academic Press, Orlando (1984)
Hilbert, D.: Über die Darstellung definiter Formen als Summe von Formenquadraten. Math. Ann. 32, 342–350 (1888)
John, F.: Extremum problems with inequalities as subsidiary conditions. Studies and Essays Presented to R. Courant on his 60th Birthday, pp. 187–204. Interscience, New York (1948)
Klep, I., McCullough, S., Šivic, K., Zalar, A.: There are many more positive maps than completely positive maps. Int. Math. Res. Not. (2017). https://doi.org/10.1093/imrn/rnx203
Lutwak, E., Yang, D., Zhang, G.: Volume inequalities for isotropic measures. Am. J. Math. 129(6), 1711–1723 (2007)
Müller, C.: Analysis of Spherical Symmetries in Euclidean Spaces. Applied Mathematical Sciences, vol. 129. Springer, New York (1998)
Parrilo, P.A., Lall, S.: Semidefinite programming relaxations and algebraic optimization in control. Eur. J. Control 9(2–3), 307–321 (2003)
Pisier, G.: The Volume of Convex Bodies and Banach Space Geometry. Cambridge Tracts in Mathematics, vol. 94. Cambridge University Press, Cambridge (1989)
Reznick, B.: Extremal PSD forms with few terms. Duke Math. J. 45(2), 363–374 (1978)
Reznick, B.: Uniform denominators in Hilbert’s seventeenth problem. Math. Z. 220(1), 75–97 (1995)
Vaaler, J.D.: A geometric inequality with applications to linear forms. Pac. J. Math. 83(2), 543–553 (1979)
Acknowledgements
I would like to thank Greg Blekherman for useful discussions over e-mail. Ideas developed in Greg Blekherman’s articles had a strong influence on parts of this note. I also would like to thank Petros Valettas and Grigoris Paouris for helpful discussions and splendid hospitality at Athens, College Station and wherever else we were able to meet. While I was writing this note, I was enjoying hospitality of Özgur Kişisel at METU, many thanks go to him. Last but not the least, I would like to thank J. Maurice Rojas for introducing me to quantitative aspects of Hilbert’s \({17}\mathrm{th}\) problem, and for many useful discussions.
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Editor in Charge: János Pach
Partially supported by NSF-MCS Grant DMS-0915245, NSF-CAREER Grant DMS-1151711, and Einstein Foundation, Berlin.
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Ergür, A.A. Multihomogeneous Nonnegative Polynomials and Sums of Squares. Discrete Comput Geom 60, 318–344 (2018). https://doi.org/10.1007/s00454-018-0011-3
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DOI: https://doi.org/10.1007/s00454-018-0011-3