Abstract
We introduce tropical spectrahedra, defined as the images by the nonarchimedean valuation of spectrahedra over the field of real Puiseux series. We provide an explicit polyhedral characterization of generic tropical spectrahedra, involving principal tropical minors of size at most 2. One of the key ingredients is Denef–Pas quantifier elimination result over valued fields. We obtain from this that the nonarchimedean valuation maps semialgebraic sets to semilinear sets that are closed. We also prove that, under a regularity assumption, the image by the valuation of a basic semialgebraic set is obtained by tropicalizing the inequalities which define it.
![](http://media.springernature.com/m312/springer-static/image/art%3A10.1007%2Fs00454-020-00176-1/MediaObjects/454_2020_176_Fig1_HTML.png)
![](http://media.springernature.com/m312/springer-static/image/art%3A10.1007%2Fs00454-020-00176-1/MediaObjects/454_2020_176_Fig2_HTML.png)
![](http://media.springernature.com/m312/springer-static/image/art%3A10.1007%2Fs00454-020-00176-1/MediaObjects/454_2020_176_Fig3_HTML.png)
![](http://media.springernature.com/m312/springer-static/image/art%3A10.1007%2Fs00454-020-00176-1/MediaObjects/454_2020_176_Fig4_HTML.png)
Similar content being viewed by others
Notes
Note that the dependence on D lies here, as the choice of D restricts the amount of possible functions \(e\mapsto i_{e}\), \(e\mapsto (i_{e}, j_{e})\).
References
Akian, M., Gaubert, S., Guterman, A.: Linear independence over tropical semirings and beyond. In: Litvinov, G.L., Sergeev, S.N. (eds.) Proceedings of the International Conference on Tropical and Idempotent Mathematics. Contemporary Mathematics, vol. 495, pp. 1–38. American Mathematical Society, Providence (2009)
Alessandrini, D.: Logarithmic limit sets of real semi-algebraic sets. Adv. Geom. 13(1), 155–190 (2013)
Allamigeon, X., Benchimol, P., Gaubert, S., Joswig, M.: Tropicalizing the simplex algorithm. SIAM J. Discrete Math. 29(2), 751–795 (2015)
Allamigeon, X., Benchimol, P., Gaubert, S., Joswig, M.: Log-barrier interior point methods are not strongly polynomial. SIAM J. Appl. Algebra Geom. 2(1), 140–178 (2018)
Allamigeon, X., Gaubert, S., Katz, R.D., Skomra, M.: Condition numbers of stochastic mean payoff games and what they say about nonarchimedean semidefinite programming. In: Proceedings of the 23rd International Symposium on Mathematical Theory of Networks and Systems (MTNS), pp. 160–167. http://mtns2018.ust.hk/media/files/0213.pdf (2018)
Allamigeon, X., Gaubert, S., Skomra, M.: Solving generic nonarchimedean semidefinite programs using stochastic game algorithms. J. Symbolic Comp. 85, 25–54 (2018). This is an extended version of an article which apppeared in the Proceedings of the 41st International Symposium on Symbolic and Algebraic Computation (ISSAC 2016)
Allamigeon, X., Gaubert, S., Skomra, M.: The tropical analogue of the Helton–Nie conjecture is true. J. Symbolic Comput. 91, 129–148 (2019). This is an extended version of an article presented at MEGA 2017, Effective Methods in Algebraic Geometry, Nice (France), June 12–16, 2017
Andersson, D., Miltersen, P.B.: The complexity of solving stochastic games on graphs. In: Dong, Y. et al. (eds.) Proceedings of the 20th International Symposium on Algorithms and Computation (ISAAC). Lecture Notes in Computer Science, vol. 5878, pp. 112–121. Springer, Berlin (2009)
Aroca, F.: Krull-tropical hypersurfaces. Ann. Fac. Sci. Toulouse Math. 19(3–4), 525–538 (2010)
Baker, M., Bowler, N.: Matroids over partial hyperstructures. Adv. Math. 343, 821–863 (2019)
Banerjee, S.D.: Tropical geometry over higher dimensional local fields. J. Reine Angew. Math. 698, 71–87 (2015)
Basu, S., Pollack, R.: Algorithms in Real Algebraic Geometry. Algorithms and Computation in Mathematics, vol. 10, 2nd edn. Springer, Berlin (2006)
Bihan, F.: Viro method for the construction of real complete intersections. Adv. Math. 169(2), 177–186 (2002)
Blekherman, G., Parrilo, P.A., Thomas, R.R. (eds.): Semidefinite Optimization and Convex Algebraic Geometry. MOS-SIAM Series on Optimization, vol. 13. SIAM, Philadelphia (2013)
Butkovič, P.: Max-linear Systems: Theory and Algorithms. Springer Monographs in Mathematics. Springer, London (2010)
Cluckers, R., Lipshitz, L., Robinson, Z.: Analytic cell decomposition and analytic motivic integration. Ann. Sci. Éc. Norm. Supér. 39(4), 535–568 (2006)
Connes, A., Consani, C.: The hyperring of adèle classes. J. Number Theory 131(2), 159–194 (2011)
Denef, J.: The rationality of the Poincaré series associated to the \(p\)-adic points on a variety. Invent. Math. 77(1), 1–23 (1984)
Denef, J.: \(p\)-adic semi-algebraic sets and cell decomposition. J. Reine Angew. Math. 369, 154–166 (1986)
Develin, M., Yu, J.: Tropical polytopes and cellular resolutions. Exp. Math. 16(3), 277–291 (2007)
van den Dries, L., Speissegger, P.: The real field with convergent generalized power series. Trans. Am. Math. Soc. 350(11), 4377–4421 (1998)
Einsiedler, M., Kapranov, M., Lind, D.: Non-archimedean amoebas and tropical varieties. J. Reine Angew. Math. 601, 139–157 (2006)
Engler, A.J., Prestel, A.: Valued Fields. Springer Monographs in Mathematics. Springer, Berlin (2005)
Gärtner, B., Matoušek, J.: Approximation Algorithms and Semidefinite Programming. Springer, Heidelberg (2012)
Helton, J.W., Nie, J.: Sufficient and necessary conditions for semidefinite representability of convex hulls and sets. SIAM J. Optim. 20(2), 759–791 (2009)
Jell, P., Scheiderer, C., Yu, J.: Real tropicalization and analytification of semialgebraic sets. arXiv:1810.05132 (2018)
Maclagan, D., Sturmfels, B.: Introduction to Tropical Geometry. Graduate Studies in Mathematics, vol. 161. American Mathematical Society, Providence (2015)
Marker, D.: Model Theory: An Introduction. Graduate Texts in Mathematics, vol. 217. Springer, New York (2002)
Markwig, T.: A field of generalized Puiseux series for tropical geometry. Rend. Sem. Mat. Univ. Politec. Torino 68(1), 79–92 (2010)
Pas, J.: Uniform \(p\)-adic cell decomposition and local zeta functions. J. Reine Angew. Math. 399, 137–172 (1989)
Pas, J.: Cell decomposition and local zeta functions in a tower of unramified extensions of a \(p\)-adic field. Proc. Lond. Math. Soc. 60(3), 37–67 (1990)
Pas, J.: On the angular component map modulo \(P\). J. Symb. Log. 55(3), 1125–1129 (1990)
Ramana, M.V.: An exact duality theory for semidefinite programming and its complexity implications. Math. Program. 77(2), 129–162 (1997)
Ribenboim, P.: Fields: algebraically closed and others. Manuscr. Math. 75(2), 115–150 (1992)
Scheiderer, C.: Spectrahedral shadows. SIAM J. Appl. Algebra Geom. 2(1), 26–44 (2018)
Skomra, M.: Tropical spectrahedra: Application to semidefinite programming and mean payoff games. PhD thesis, Université Paris-Saclay (2018). https://pastel.archives-ouvertes.fr/tel-01958741
Sturmfels, B.: Viro’s theorem for complete intersections. Ann. Sc. Norm. Super. Pisa Cl. Sci. 21(3), 377–386 (1994)
Tent, K., Ziegler, M.: A Course in Model Theory. Lecture Notes in Logic, vol. 40. Cambridge University Press, Cambridge (2012)
Vinnikov, V.: LMI representations of convex semialgebraic sets and determinantal representations of algebraic hypersurfaces: past, present, and future. In: Dym, H., de Oliveira, M.C., Putinar, M. (eds.) Mathematical Methods in Systems, Optimization, and Control. Operator Theory: Advances and Applications, vol. 222, pp. 325–349. Springer, Basel (2012)
Viro, O.Ya.: Real plane algebraic curves: constructions with controlled topology. Leningrad Math. J. 1(5), 1059–1134 (1990)
Viro, O.: Hyperfields for tropical geometry I. Hyperfields and dequantization. arXiv:1006.3034 (2010)
Weispfenning, V.: Quantifier elimination and decision procedures for valued fields. In: Müller, G.H., Richter, M.M. (eds.) Models and Sets. Lecture Notes in Mathematics, vol. 1103, pp. 419–472. Springer, Berlin (1984)
Yu, J.: Tropicalizing the positive semidefinite cone. Proc. Am. Math. Soc. 143(5), 1891–1895 (2015)
Acknowledgements
We thank the referees for their comments which led to improvements of this article.
Author information
Authors and Affiliations
Corresponding author
Additional information
Editor in Charge: János Pach
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Xavier Allamigeon, Stéphane Gaubert, and Mateusz Skomra were partially supported by the ANR projects CAFEIN (ANR-12-INSE-0007) and MALTHY (ANR-13-INSE-0003), by the PGMO program of EDF and Fondation Mathématique Jacques Hadamard, and by the “Investissement d’avenir”, référence ANR-11-LABX-0056-LMH, LabEx LMH. M. Skomra was supported by a grant from Région Île-de-France.
Rights and permissions
About this article
Cite this article
Allamigeon, X., Gaubert, S. & Skomra, M. Tropical Spectrahedra. Discrete Comput Geom 63, 507–548 (2020). https://doi.org/10.1007/s00454-020-00176-1
Received:
Revised:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s00454-020-00176-1