Skip to main content
Log in

Cite this article

Abstract

We determine defining equations for the set of concise tensors of minimal border rank in \({\mathbb {C}}^m{\mathord { \otimes } }{\mathbb {C}}^m{\mathord { \otimes } }{\mathbb {C}}^m\) when \(m=5\) and the set of concise minimal border rank \(1_*\)-generic tensors when \(m=5,6\). We solve the classical problem in algebraic complexity theory of classifying minimal border rank tensors in the special case \(m=5\). Our proofs utilize two recent developments: the 111-equations defined by Buczyńska–Buczyński and results of Jelisiejew–Šivic on the variety of commuting matrices. We introduce a new algebraic invariant of a concise tensor, its 111-algebra, and exploit it to give a strengthening of Friedland’s normal form for 1-degenerate tensors satisfying Strassen’s equations. We use the 111-algebra to characterize wild minimal border rank tensors and classify them in \({\mathbb {C}}^5{\mathord { \otimes } }{\mathbb {C}}^5{\mathord { \otimes } }{\mathbb {C}}^5\).

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.

Institutional subscriptions

Similar content being viewed by others

Notes

  1. After this paper was submitted, A. Conca pointed out an explicit example of a 111-abundant, not 111-sharp tensor when \(m=9\). We do not know if such exist when \(m=6,7,8\). The example is a generalization of Example 4.6.

References

  1. Alman, J., Williams, V.V.: A refined laser method and faster matrix multiplication. In: Proceedings of the 2021 ACM-SIAM Symposium on Discrete Algorithms (SODA), pp. 522–539. Society for Industrial and Applied Mathematics (SIAM), Philadelphia (2021)

  2. Ambainis, A., Filmus, Y., Le Gall, F.: Fast matrix multiplication: limitations of the Coppersmith–Winograd method (extended abstract). In: STOC’15—Proceedings of the 2015 ACM Symposium on Theory of Computing. ACM, New York, pp. 585–593 (2015)

  3. Atiyah, M.F., Hitchin, N.J., Drinfel’d, V.G., Manin, Y.I.: Construction of instantons. Phys. Lett. A 65(3), 185–187 (1978)

    Article  MathSciNet  MATH  Google Scholar 

  4. Atkinson, M.D.: Primitive spaces of matrices of bounded rank. II. J. Aust. Math. Soc. Ser. A 34(3), 306–315 (1983)

    Article  MathSciNet  MATH  Google Scholar 

  5. Atkinson, M.D., Lloyd, S.: Primitive spaces of matrices of bounded rank. J. Aust. Math. Soc. Ser. A 30(4), 473–482 (1980/1981)

  6. Bates, D.J., Oeding, L.: Toward a salmon conjecture. Exp. Math. 20(3), 358–370 (2011)

    Article  MathSciNet  MATH  Google Scholar 

  7. Bergman, G.M.: Bilinear maps on Artinian modules. J. Algebra Appl. 11(5), 1250090 (2012)

    Article  MathSciNet  MATH  Google Scholar 

  8. Blancafort, C., Elias, J.: On the growth of the Hilbert function of a module. Math. Z. 234(3), 507–517 (2000)

    Article  MathSciNet  MATH  Google Scholar 

  9. Bläser, M., Lysikov, V.: On degeneration of tensors and algebras. In: 41st International Symposium on Mathematical Foundations of Computer Science, LIPIcs. Leibniz Int. Proc. Inform., vol. 58. Schloss Dagstuhl. Leibniz-Zent. Inform., Wadern, pp. Art. No. 19, 11 (2016)

  10. Bläser, M., Lysikov, V.: Slice rank of block tensors and irreversibility of structure tensors of algebras. In: Esparza, J., Král’, D. (eds.) 45th International Symposium on Mathematical Foundations of Computer Science (MFCS 2020) (Dagstuhl, Germany), Leibniz International Proceedings in Informatics (LIPIcs), vol. 170, pp. 17:1–17:15. Schloss Dagstuhl-Leibniz-Zentrum für Informatik (2020)

  11. Buczyńska, W., Buczyński, J.: On differences between the border rank and the smoothable rank of a polynomial. Glasg. Math. J. 57(2), 401–413 (2015)

    Article  MathSciNet  MATH  Google Scholar 

  12. Buczyńska, W., Buczyński, J.: Secant varieties to high degree Veronese reembeddings, catalecticant matrices and smoothable Gorenstein schemes. J. Algebr. Geom. 23(1), 63–90 (2014)

    Article  MathSciNet  MATH  Google Scholar 

  13. Buczyńska, W., Buczyński, J.: Apolarity, border rank, and multigraded Hilbert scheme. Duke Math. J. 170(16), 3659–3702 (2021)

    Article  MathSciNet  MATH  Google Scholar 

  14. Buczyński, J., Jelisiejew, J.: Finite schemes and secant varieties over arbitrary characteristic. Differ. Geom. Appl. 55, 13–67 (2017)

    Article  MathSciNet  MATH  Google Scholar 

  15. Buczyński, J., Landsberg, J.M.: On the third secant variety. J. Algebr. Combin. 40(2), 475–502 (2014)

  16. Bürgisser, P., Clausen, M., Amin Shokrollahi, M.: Algebraic complexity theory, Grundlehren der Mathematischen Wissenschaften [Fundamental Principles of Mathematical Sciences], vol. 315. Springer, Berlin (1997). With the collaboration of Thomas Lickteig

  17. Cartwright, D.A., Erman, D., Velasco, M., Viray, B.: Hilbert schemes of 8 points. Algebra Number Theory 3(7), 763–795 (2009)

    Article  MathSciNet  MATH  Google Scholar 

  18. Casnati, G., Jelisiejew, J., Notari, R.: Irreducibility of the Gorenstein loci of Hilbert schemes via ray families. Algebra Number Theory 9(7), 1525–1570 (2015)

    Article  MathSciNet  MATH  Google Scholar 

  19. Conner, A., Gesmundo, F., Landsberg, J.M., Ventura, E.: Tensors with maximal symmetries, arXiv e-prints (2019). arXiv:1909.09518

  20. Conner, A., Harper, A., Landsberg, J.M.: New lower bounds for matrix multiplication and \(\operatorname{det}_3\). arXiv:1911.07981

  21. Coppersmith, D., Winograd, S.: Matrix multiplication via arithmetic progressions. J. Symb. Comput. 9(3), 251–280 (1990)

    Article  MathSciNet  MATH  Google Scholar 

  22. Efremenko, K., Garg, A., Oliveira, R., Wigderson, A.: Barriers for rank methods in arithmetic complexity. In: 9th Innovations in Theoretical Computer Science, LIPIcs. Leibniz Int. Proc. Inform., vol. 94. Schloss Dagstuhl. Leibniz-Zent. Inform., Wadern, pp. Art. No. 1, 19 (2018)

  23. Fantechi, B., Göttsche, L., Illusie, L., Kleiman, S.L., Nitsure, N., Vistoli, A.: Fundamental algebraic geometry, Mathematical Surveys and Monographs, vol. 123. American Mathematical Society, Providence (2005). Grothendieck’s FGA explained

  24. Friedland, S.: On tensors of border rank \(l\) in \(\mathbb{C}^{m\times n\times l}\). Linear Algebra Appl. 438(2), 713–737 (2013)

    Article  MathSciNet  MATH  Google Scholar 

  25. Friedland, S., Gross, E.: A proof of the set-theoretic version of the salmon conjecture. J. Algebra 356, 374–379 (2012)

    Article  MathSciNet  MATH  Google Scholar 

  26. Gałązka, M.: Vector bundles give equations of cactus varieties. Linear Algebra Appl. 521, 254–262 (2017)

    Article  MathSciNet  MATH  Google Scholar 

  27. Garcia, L.D., Stillman, M., Sturmfels, B.: Algebraic geometry of Bayesian networks. J. Symb. Comput. 39(3–4), 331–355 (2005)

    Article  MathSciNet  MATH  Google Scholar 

  28. Gerstenhaber, M.: On dominance and varieties of commuting matrices. Ann. Math. (2) 73, 324–348 (1961)

    Article  MathSciNet  MATH  Google Scholar 

  29. Guralnick, R.M.: A note on commuting pairs of matrices. Linear Multilinear Algebra 31(1–4), 71–75 (1992)

    Article  MathSciNet  MATH  Google Scholar 

  30. Huang, H., Michałek, M., Ventura, E., Hessian, V.: wild forms and their border VSP. Math. Ann. 378(3–4), 1505–1532 (2020)

    Article  MathSciNet  MATH  Google Scholar 

  31. Iarrobino, A., Kanev, V.: Power sums, Gorenstein algebras, and determinantal loci. Lecture Notes in Mathematics, vol. 1721. Springer, Berlin (1999)

  32. Iliev, A., Manivel, L.: Varieties of reductions for \({\mathfrak{gl}}_n\), Projective varieties with unexpected properties, pp. 287–316. Walter de Gruyter GmbH & Co. KG, Berlin (2005)

  33. Ilten, N.O.: Versal deformations and local Hilbert schemes. J. Softw. Algebra Geom. 4, 12–16 (2012)

    Article  MathSciNet  MATH  Google Scholar 

  34. Jelisiejew, J., Šivic, K.: Components and singularities of Quot schemes and varieties of commuting matrices (2021)

  35. Landsberg, J.M.: Geometry and Complexity Theory, Cambridge Studies in Advanced Mathematics, vol. 169. Cambridge University Press, Cambridge (2017)

    Book  Google Scholar 

  36. Landsberg, J.M., Manivel, L.: Generalizations of Strassen’s equations for secant varieties of Segre varieties. Commun. Algebra 36(2), 405–422 (2008)

    Article  MathSciNet  MATH  Google Scholar 

  37. Landsberg, J.M., Michałek, M.: Abelian tensors. J. Math. Pures Appl. (9) 108(3), 333–371 (2017)

    Article  MathSciNet  MATH  Google Scholar 

  38. Landsberg, J.M., Weyman, J.: On the ideals and singularities of secant varieties of Segre varieties. Bull. Lond. Math. Soc. 39(4), 685–697 (2007)

    Article  MathSciNet  MATH  Google Scholar 

  39. Landsberg, J.M., Ottaviani, G.: New lower bounds for the border rank of matrix multiplication. Theory Comput. 11, 285–298 (2015)

    Article  MathSciNet  MATH  Google Scholar 

  40. Le Gall, F.: Powers of tensors and fast matrix multiplication. In: Proceedings of the 39th International Symposium on Symbolic and Algebraic Computation (New York, NY, USA), ISSAC ’14. ACM, pp. 296–303 (2014)

  41. Mazzola, G.: Generic finite schemes and Hochschild cocycles. Comment. Math. Helv. 55(2), 267–293 (1980)

    Article  MathSciNet  MATH  Google Scholar 

  42. Ottaviani, G.: Symplectic bundles on the plane, secant varieties and Lüroth quartics revisited, Vector bundles and low codimensional subvarieties: state of the art and recent developments, Quad. Mat., vol. 21. Dept. Math., Seconda Univ. Napoli, Caserta, pp. 315–352 (2007)

  43. Poonen, B.: Isomorphism types of commutative algebras of finite rank over an algebraically closed field. In: Computational Arithmetic Geometry, Contemp. Math., vol. 463. Amer. Math. Soc., Providence, pp. 111–120 (2008)

  44. Ranestad, K., Schreyer, F.-O.: On the rank of a symmetric form. J. Algebra 346, 340–342 (2011)

    Article  MathSciNet  MATH  Google Scholar 

  45. Landsberg, J.M.: Secant varieties and the complexity of matrix multiplication. In: Rendiconti dell’Istituto di Matematica dell’Università di Trieste, in the special volume entitled “Proceedings of the conference GO60”. arXiv:2208.00857(to appear)

  46. Stothers, A.: On the complexity of matrix multiplication, PhD thesis. University of Edinburgh (2010)

  47. Strassen, V.: Rank and optimal computation of generic tensors. Linear Algebra Appl. 52(53), 645–685 (1983)

    Article  MathSciNet  MATH  Google Scholar 

  48. Strassen, V.: Relative bilinear complexity and matrix multiplication. J. Reine Angew. Math. 375(376), 406–443 (1987)

    MathSciNet  MATH  Google Scholar 

  49. Strømme, S.A.: Elementary introduction to representable functors and Hilbert schemes, Parameter spaces (Warsaw, 1994), Banach Center Publ., vol. 36. Polish Acad. Sci. Inst. Math., Warsaw, pp. 179–198 (1996)

  50. Suprunenko, D.A., Tyshkevich, R.I.: Perestanovochnye matritsy, 2nd edn. Èditorial URSS, Moscow, English translation of first edition. Academic Press, New York (1968, 2003)

  51. Williams, V.: Breaking the Coppersimith–Winograd barrier (preprint)

  52. Wojtala, M.: Irreversibility of structure tensors of modules. Collectanea Mathematica (2022)

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Joachim Jelisiejew.

Additional information

Publisher's Note

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

Landsberg supported by NSF grants AF-1814254 and AF-2203618. Jelisiejew supported by National Science Centre grant 2018/31/B/ST1/02857.

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

Jelisiejew, J., Landsberg, J.M. & Pal, A. Concise tensors of minimal border rank. Math. Ann. (2023). https://doi.org/10.1007/s00208-023-02569-y

Download citation

  • Received:

  • Revised:

  • Accepted:

  • Published:

  • DOI: https://doi.org/10.1007/s00208-023-02569-y

Mathematics Subject Classification

Navigation