Skip to main content
Log in

On embedding expanders into ℓ p spaces

  • Published:
Israel Journal of Mathematics Aims and scope Submit manuscript

Abstract

In this note we show that the minimum distortion required to embed alln-point metric spaces into the Banach space ℓ p is between (c 1/p) logn and (c 2/p) logn, wherec 2>c 1>0 are absolute constants and 1≤p<logn. The lower bound is obtained by a generalization of a method of Linial et al. [LLR95], by showing that constant-degree expanders (considered as metric spaces) cannot be embedded any better.

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.

Similar content being viewed by others

References

  1. N. Alon,Eigenvalues and expanders, Combinatorica6 (1986), 83–96.

    Article  MATH  MathSciNet  Google Scholar 

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

    MATH  Google Scholar 

  3. J. Arias-de-Reyna and L. Rodríguez-Piazza,Finite metric spaces needing high dimension for Lipschitz embeddings in Banach spaces, Israel Journal of Mathematics79 (1992), 103–111.

    Article  MATH  MathSciNet  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. Bretagnolle, D. Dacunha-Castelle and J. L. Krivine,Lois stables et espaces L p, Annales de l’Institut Henri Poincaré. Probabilités et Statistiques, Sect.B2 (1966), 231–259.

    MathSciNet  Google Scholar 

  6. J. Bourgain, V. Milman and H. Wolfson,On type of metric spaces, Transactions of the American Mathematical Society294 (1986), 295–317.

    Article  MATH  MathSciNet  Google Scholar 

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

    Article  MathSciNet  Google Scholar 

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

    Article  MathSciNet  Google Scholar 

  9. B. Fichet,L p -spaces in data analysis, inClassification and Related Methods of Data Analysis (H. H. Bock, ed.), North-Holland, Amsterdam, 1988, pp. 439–444.

    Google Scholar 

  10. W. Johnson and J. Lindenstrauss,Extensions of Lipschitz maps into a Hilbert space, Contemporary Mathematics26 (Conference in Modern Analysis and Probability), American Mathematical Society, 1984, pp. 189–206.

    MATH  MathSciNet  Google Scholar 

  11. W. Johnson, J. Lindenstrauss and G. Schechtman,On Lipschitz embedding of finite metric spaces in low dimensional normed spaces, inGeometrical Aspects of Functional Analysis (J. Lindenstrauss and V. D. Milman, eds.), Lecture Notes in Mathematics1267, Springer-Verlag, Berlin-Heidelberg, 1987, pp. 177–184.

    Chapter  Google Scholar 

  12. M. Jerrum and A. Sinclair,Conductance and the rapid mixing property for Markov chains: The approximation of the permanent resolved, inProceedings of the 20th ACM Symposium on Theory of Computing, 1988, pp. 235–244.

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

    Article  MATH  MathSciNet  Google Scholar 

  14. L. Lovász,Combinatorial Problems and Exercises (2nd ed.), Akadémiai Kiadó, Budapest, 1993.

    MATH  Google Scholar 

  15. J. Matoušek,Note on bi-Lipschitz embeddings into normed spaces, Commentationes Mathematicae Universitatis Carolinae33 (1992), 51–55.

    MathSciNet  Google Scholar 

  16. J. Matoušek,On the distortion required for embedding finite metric spaces into normed spaces, Israel Journal of Mathematics93 (1996), 333–344.

    Article  MathSciNet  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Jiří Matoušek.

Additional information

Research supported by Czech Republic Grant GAČR 201/94/2167 and Charles University grants No. 351 and 361.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Matoušek, J. On embedding expanders into ℓ p spaces. Isr. J. Math. 102, 189–197 (1997). https://doi.org/10.1007/BF02773799

Download citation

  • Received:

  • Issue Date:

  • DOI: https://doi.org/10.1007/BF02773799

Keywords

Navigation