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On dominatedl 1 metrics

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Abstract

We introduce and study a classl dom1 (ρ) ofl 1-embeddable metrics corresponding to a given metric ρ. This class is defined as the set of all convex combinations of ρ-dominated line metrics. Such metrics were implicitly used before in several constuctions of low-distortion embeddings intol p -spaces, such as Bourgain’s embedding of an arbitrary metric ρ onn points withO(logh) distortion. Our main result is that the gap between the distortions of embedding of a finite metric ρ of sizen intol 2 versus intol dom1 (ρ) is at most\(O\left( {\sqrt {\log n} } \right)\), and that this bound is essentially tight. A significant part of the paper is devoted to proving lower bounds on distortion of such embeddings. We also discuss some general properties and concrete examples.

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References

  1. N. Alon and J. Spencer,The Probabilistic Method, Wiley, New York, 1992.

    MATH  Google Scholar 

  2. Y. Bartal,On approximating arbitrary metrics by tree metrics, inProceeding of the 30th Annual ACM Symposium on Theory of Computing, ACM Press New York, 1998, pp. 161–168.

    Google Scholar 

  3. [3] B. Bollobás,Martingales, isoperimetric inequalities and random graphs, in52. Combinatorics, Eger (Hungary), Colloquia Mathematica Societatis János Bolyai, North-Holland, Amsterdam, 1987, pp. 113–139.

    Google Scholar 

  4. J. Bourgain,On Lipschitz embedding of finite metric spaces in Hilbert space, Israel Journal of Mathematics52 (1985), 46–52.

    Article  MATH  MathSciNet  Google Scholar 

  5. J. Bourgain,The metrical interpretation of superreflexivity in Banach spaces, Israel Journal of Mathematics56 (1986), 222–230.

    Article  MATH  MathSciNet  Google Scholar 

  6. P. Enflo,On a problem of Smirnov, Arkiv för Matematik8 (1969), 107–109.

    Article  MathSciNet  Google Scholar 

  7. P. Enflo,On the nonexistence of uniform homeomorphisms between L p -spaces, Arkiv för Matematik8 (1969), 103–105.

    Article  MathSciNet  Google Scholar 

  8. P. Erdős and C. A. Rogers,Covering space with convex bodies, Acta Arithmetica7 (1962), 281–285.

    MathSciNet  Google Scholar 

  9. U. Feige,Approximating the bandwidth via volume respecting embeddings, inProceedings of the 30th Annual ACM Symposium on Theory of Computing, ACM Press New York, 1998, pp 90–99.

    Google Scholar 

  10. D. Gillman, R. Permantel and Y. Rabinovich,An inverse Chernoff bound, manuscript, Haifa University, 1999; submitted to Information Processing Letters.

  11. M. Gromov,Metric Structures for Riemannian and Non-Riemannian Spaces, Birkhäuser, Boston, 1999.

    MATH  Google Scholar 

  12. A. Gupta, I. Newman, A. Sinclair and Y. Rabinovich,Cuts, trees and l 1 embeddings of graphs, inProceedings of the 40th IEEE Symposium on Foundations of Computer Science, IEEE Computer Society Press, Los Alamitos, CA, 1999, pp. 399–408.

    Google Scholar 

  13. L. H. Harper,Optimal numberings and isoperimetric problems on graphs, Journal of Combinatorial Theory1 (1966), 385–393.

    Article  MATH  MathSciNet  Google Scholar 

  14. W. B. Johnson and J. Lindenstrauss,Extentions of Lipschitz mappings into a Hilbert space, Contemporary Mathematics26 (1984), 189–206.

    MATH  MathSciNet  Google Scholar 

  15. N. Linial, E. London and Y. Rabinovich,The geometry of graphs and some of its algorithmic applications, Combinatorica15 (1995), 215–245.

    Article  MATH  MathSciNet  Google Scholar 

  16. J. Matoušek,On embedding trees into uniformly convex Banach spaces, Israel Journal of Mathematics114 (1999), 221–237.

    MathSciNet  MATH  Google Scholar 

  17. V. Milman and G. Schechtman,Asymptomic Theory of Finite Dimensional Spaces, Lecture Notes in Mathematics1200, Springer-Verlag, Berlin, 1986.

    Google Scholar 

  18. S. B. Rao,Small distortion and volume preserving embeddings for planar and Euclidean metrics, inProceedings of the 15th Annual ACM Symposium on Computational Geometry, ACM Press, New York, NY, 1999, pp. 300–306.

    Google Scholar 

  19. C. A. Rogers,Covering a sphere with spheres, Mathematika10 (1963), 157–164.

    Article  MathSciNet  MATH  Google Scholar 

  20. J. H. Wells and L. R. Williams,Embeddings and Extensions in Analysis, Springer, Berlin, 1975.

    MATH  Google Scholar 

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Correspondence to Jiří Matoušek.

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Research by J. M. supported by Charles University grants No. 158/99 and 159/99. Part of the work by Y. R. was done during his visit at the Charles University in Prague partially supported by these grants, by the grant GAČR 201/99/0242, and by Haifa University grant for Promotion of Research.

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Matoušek, J., Rabinovich, Y. On dominatedl 1 metrics. Isr. J. Math. 123, 285–301 (2001). https://doi.org/10.1007/BF02784132

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  • DOI: https://doi.org/10.1007/BF02784132

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