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.
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References
N. Alon,Eigenvalues and expanders, Combinatorica6 (1986), 83–96.
N. Alon and J. Spencer,The Probabilistic Method, Wiley, New York, 1992.
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.
J. Bourgain,On Lipschitz embedding of finite metric spaces in Hilbert space, Israel Journal of Mathematics52 (1985), 46–52.
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.
J. Bourgain, V. Milman and H. Wolfson,On type of metric spaces, Transactions of the American Mathematical Society294 (1986), 295–317.
P. Enflo,On a problem of Smirnov, Arkiv Matematik8 (1969), 107–109.
P. Enflo,On the nonexistence of uniform homeomorphisms between L p -spaces, Arkiv Matematik8 (1969), 103–105.
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.
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.
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.
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.
N. Linial, E. London and Yu. Rabinovich,The geometry of graphs and some of its algorithmic applications, Combinatorica15 (1995), 215–245.
L. Lovász,Combinatorial Problems and Exercises (2nd ed.), Akadémiai Kiadó, Budapest, 1993.
J. Matoušek,Note on bi-Lipschitz embeddings into normed spaces, Commentationes Mathematicae Universitatis Carolinae33 (1992), 51–55.
J. Matoušek,On the distortion required for embedding finite metric spaces into normed spaces, Israel Journal of Mathematics93 (1996), 333–344.
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Research supported by Czech Republic Grant GAČR 201/94/2167 and Charles University grants No. 351 and 361.
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Matoušek, J. On embedding expanders into ℓ p spaces. Isr. J. Math. 102, 189–197 (1997). https://doi.org/10.1007/BF02773799
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DOI: https://doi.org/10.1007/BF02773799