On dominatedl1 metrics

AbstractWe introduce and study a classl1dom (ρ) ofl1-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 intolp-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 intol2 versus intol1dom (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.

[1]  J. Wells,et al.  Embeddings and Extensions in Analysis , 1975 .

[2]  L. H. Harper Optimal numberings and isoperimetric problems on graphs , 1966 .

[3]  Nathan Linial,et al.  The geometry of graphs and some of its algorithmic applications , 1994, Proceedings 35th Annual Symposium on Foundations of Computer Science.

[4]  M. Gromov Metric Structures for Riemannian and Non-Riemannian Spaces , 1999 .

[5]  J. Bourgain On lipschitz embedding of finite metric spaces in Hilbert space , 1985 .

[6]  P. Enflo On the nonexistence of uniform homeomorphisms betweenLp-spaces , 1970 .

[7]  Satish Rao,et al.  Small distortion and volume preserving embeddings for planar and Euclidean metrics , 1999, SCG '99.

[8]  J. Bourgain The metrical interpretation of superreflexivity in banach spaces , 1986 .

[9]  Yair Bartal,et al.  On approximating arbitrary metrices by tree metrics , 1998, STOC '98.

[10]  Uriel Feige,et al.  Approximating the Bandwidth via Volume Respecting Embeddings , 2000, J. Comput. Syst. Sci..

[11]  Noga Alon,et al.  The Probabilistic Method , 2015, Fundamentals of Ramsey Theory.

[12]  C. A. Rogers Covering a sphere with spheres , 1963 .

[13]  Per Enflo,et al.  On a problem of Smirnov , 1970 .

[14]  J. Matousek,et al.  On embedding trees into uniformly convex Banach spaces , 1999 .

[15]  P. Erdös,et al.  Covering space with convex bodies , 1962 .

[16]  W. B. Johnson,et al.  Extensions of Lipschitz mappings into Hilbert space , 1984 .