Assouad dimension
In mathematics — specifically, in fractal geometry — the Assouad dimension is a definition of fractal dimension for subsets of a metric space. It was introduced by Patrice Assouad in his 1977 PhD thesis and later published in 1979,[1] although the same notion had been studied in 1928 by Georges Bouligand.[2] As well as being used to study fractals, the Assouad dimension has also been used to study quasiconformal mappings and embeddability problems.
Definition
The Assouad dimension of , is the infimum of all such that is -homogeneous for some .[3]
Let be a metric space, and let E be a non-empty subset of X. For r > 0, let denote the least number of metric open balls of radius less than or equal to r with which it is possible to cover the set E. The Assouad dimension of E is defined to be the infimal for which there exist positive constants C and so that, whenever
the following bound holds:
The intuition underlying this definition is that, for a set E with "ordinary" integer dimension n, the number of small balls of radius r needed to cover the intersection of a larger ball of radius R with E will scale like (R/r)n.
Relationships to other notions of dimension
- The Assouad dimension of a metric space is always greater than or equal to its Assouad–Nagata dimension.[4]
- The Assouad dimension of a metric space is always greater than or equal to its upper box dimension, which in turn is greater than or equal to the Hausdorff dimension.[5]
- The Lebesgue covering dimension of a metrizable space X is the minimal Assouad dimension of any metric on X. In particular, for every metrizable space there is a metric for which the Assouad dimension is equal to the Lebesgue covering dimension.[5]
References
- Assouad, Patrice (1979). "Étude d'une dimension métrique liée à la possibilité de plongements dans Rn". Comptes Rendus de l'Académie des Sciences, Série A-B (in French). 288 (15): A731–A734. ISSN 0151-0509. MR532401
- Bouligand, Georges (1928). "Ensembles impropres et nombre dimensionnel". Bulletin des Sciences Mathématiques (in French). 52: 320–344.
- Robinson, James C. (2010). Dimensions, Embeddings, and Attractors. Cambridge University Press. p. 85. ISBN 9781139495189.
- Le Donne, Enrico; Rajala, Tapio (2015). "Assouad dimension, Nagata dimension, and uniformly close metric tangents". Indiana University Mathematics Journal. 64 (1): 21–54. arXiv:1306.5859. doi:10.1512/iumj.2015.64.5469. S2CID 55039643.
- Luukkainen, Jouni (1998). "Assouad dimension: antifractal metrization, porous sets, and homogeneous measures". Journal of the Korean Mathematical Society. 35 (1): 23–76. ISSN 0304-9914.
Further reading
- Fraser, Jonathan M. (2020). Assouad Dimension and Fractal Geometry. Cambridge University Press. doi:10.1017/9781108778459. ISBN 9781108478656. S2CID 218571013.