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From hyperbolic geometry to \(2\times 2\) Hermitian matrices and back

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Abstract

In this paper we show how the space \(\mathbf {SPD}\) of \(2\times 2\) positive definite Hermitian matrices of determinant 1 can serve as a model for spatial hyperbolic geometry by defining an equivalence with the three-dimensional hyperboloid model embedded in four-dimensional Minkowski space. The new model provides new computational possibilities for hyperbolic geometry and conversely geometric tools are provided for the matrix theory. An illustration of the latter is carried out by transferring notions of center of mass and centroid to the matrix setting and developing basic properties they exhibit in that context.

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References

  1. Ando, T., Li, C.K., Mathias, R.: Geometric means. Linear Algebra Appl. 385, 305–334 (2004)

    Article  MathSciNet  Google Scholar 

  2. Bhatia, R.: Positive Definite Matrices, Princeton Series in Applied Mathematics. Princeton University Press, Princeton (2007)

    Google Scholar 

  3. Bhatia, R., Holbrook, J.: Riemannian geometry and matrix geometric means. Linear Algebra Appl. 413, 594–618 (2006)

    Article  MathSciNet  Google Scholar 

  4. Bhatia, R., Jain, T.: The geometric mean of exponentials of Pauli matrices. J. Ramanujan Math. Soc. 30, 199–204 (2015)

    MathSciNet  MATH  Google Scholar 

  5. Choi, H., Ghiglioni, E., Lim, Y.: The Karcher mean of three variables and quadric surfaces. J. Math. Anal. Appl. 490, 124321 (2020)

    Article  MathSciNet  Google Scholar 

  6. Chossat, P., Faugeras, O.: Hyperbolic planforms in relation to visual edges and textures perception. PLoS Comput. Biol. 5(12), e10000625 (2009). https://doi.org/10.1371/journal.pcbi.1000625.

    Article  MathSciNet  Google Scholar 

  7. Faye, G., Chossat, P., Faugeras, O.: Analysis of a hyperbolic geometric model for visual texture perception. J. Math. Neurosci. 1, 4 (2011)

    Article  MathSciNet  Google Scholar 

  8. Galperin, G.A.: A concept of the mass center of a system of material points in the constant curvature spaces. Commun. Math. Phys. 154, 63–84 (1993)

    Article  MathSciNet  Google Scholar 

  9. Ghiglioni, E., Lim, Y., Pálfia, M.: The Karcher mean of linearly independent triples. Linear Algebra Appl. 610, 203–221 (2021)

    Article  MathSciNet  Google Scholar 

  10. Ghiglioni, E., Lim, Y.: Hyperbolicity of the Karcher mean, submitted

  11. Lang, S.: Fundamentals of Differential Geometry, Graduate Texts in Mathematics. Springer (1999)

  12. Lawson, J.D., Lim, Y.: The geometric mean, matrices, metrics, and more. Am. Math. Mon. 108, 797–812 (2001)

    Article  MathSciNet  Google Scholar 

  13. Lawson, J.D., Lim, Y.: Monotonic properties of the least squares mean. Math. Ann. 351, 267–279 (2011)

    Article  MathSciNet  Google Scholar 

  14. Lawson, J.D., Lim, Y.: Analyticity of the Karcher mean coefficient maps, submitted

  15. Lim, Y., Pálfia, M.: The matrix power means and the Karcher mean. J. Funct. Anal. 262, 1498–1514 (2012)

    Article  MathSciNet  Google Scholar 

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Acknowledgements

The work of Y. Lim was supported by the National Research Foundation of Korea (NRF) Grant funded by the Korea government (MEST) No. 2015R1A3A2031159.

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Correspondence to Jimmie Lawson.

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Lawson, J., Lim, Y. From hyperbolic geometry to \(2\times 2\) Hermitian matrices and back. J. Geom. 112, 38 (2021). https://doi.org/10.1007/s00022-021-00599-y

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  • DOI: https://doi.org/10.1007/s00022-021-00599-y

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