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Three notions of tropical rank for symmetric matrices

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Abstract

We introduce and study three different notions of tropical rank for symmetric and dissimilarity matrices in terms of minimal decompositions into rank 1 symmetric matrices, star tree matrices, and tree matrices. Our results provide a close study of the tropical secant sets of certain nice tropical varieties, including the tropical Grassmannian. In particular, we determine the dimension of each secant set, the convex hull of the variety, and in most cases, the smallest secant set which is equal to the convex hull.

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References

  1. M. Akian, S. Gaubert, A. Guterman: Linear independence over tropical semirings and beyond, in: Tropical and idempotent mathematics (G. L. Litvinov and S. N. Sergeev, eds), Contemporary Mathematics, Amer. Math. Soc., Providence, RI, 495:1–38, 2009.

    Chapter  Google Scholar 

  2. R. Bieri, J. Groves: The geometry of the set of characters induced by valuations, J. Reine. Angew. Math. 347 (1984), 168–195.

    MathSciNet  MATH  Google Scholar 

  3. J. A. Bondy, V. S. R. Murty: Graph Theory with Applications, Elsevier, New York, 1982.

    Google Scholar 

  4. M. V. Catalisano, A. V. Geramita, A. Gimigliano: Secant varieties of Grassmann varieties, Proc. of the Amer. Math. Soc. 133 (2004), 633–642.

    Article  MathSciNet  Google Scholar 

  5. M. A. Cueto: Tropical mixtures of star tree metrics, preprint, arXiv:0907.2053 2009.

  6. M. Develin: Tropical secant varieties of linear spaces, Discrete and Computational Geometry 35 (2006), 117–129.

    Article  MathSciNet  MATH  Google Scholar 

  7. M. Develin, F. Santos, B. Sturmfels: On the rank of a tropical matrix, in: “Discrete and Computational Geometry” (E. Goodman, J. Pach and E. Welzl, eds), MSRI Publications, Cambridge University Press, 2005.

  8. J. Draisma: A tropical approach to secant dimensions, Journal of Pure and Applied Algebra, 212(2) (2008), 349–363.

    Article  MathSciNet  MATH  Google Scholar 

  9. M. Drton, B. Sturmfels, S. Sullivant: Algebraic factor analysis: tetrads, pentads and beyond, Probability Theory and Related Fields 138(3/4) (2007), 463–493.

    Article  MathSciNet  MATH  Google Scholar 

  10. P. Erdős, A. W. Goodman, L. Pósa: The representation of a graph by set intersections, Canad. J. Math. 18 (1966), 106–112.

    Article  MathSciNet  Google Scholar 

  11. C. D. Godsil: Algebraic Combinatorics, Chapman and Hall, New York, 1993.

    MATH  Google Scholar 

  12. J. Oxley: Matroid Theory, Oxford Univ. Press, New York, 1992.

    MATH  Google Scholar 

  13. L. Pachter, B. Sturmfels: Algebraic Statistics for Computational Biology, Cambridge University Press, Cambridge, 2005.

    Book  MATH  Google Scholar 

  14. S. Radziszowski: Small Ramsey Numbers, Electronic Journal of Combinatorics, Dynamic survey http://www.combinatorics.org/Surveys/index.html, updated 2009.

  15. D. Speyer, B. Sturmfels: The tropical Grassmannian, Adv. Geom. 4(3) (2004), 389–411.

    Article  MathSciNet  MATH  Google Scholar 

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Correspondence to Dustin Cartwright.

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Cartwright, D., Chan, M. Three notions of tropical rank for symmetric matrices. Combinatorica 32, 55–84 (2012). https://doi.org/10.1007/s00493-012-2701-4

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  • DOI: https://doi.org/10.1007/s00493-012-2701-4

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