Math 2.0

Measure and integration Definition

Hausdorff dimension

Builds on Hausdorff measureMetric spaceInfimumCantor set

Definition

Let (X,d)(X, d) be a metric space, and for s≥0s \ge 0 let ℋs\mathcal{H}^s be the ss-dimensional Hausdorff measure on XX. The Hausdorff dimension of a set A⊆XA \subseteq X is dim⁡HA=inf⁡{s≥0:ℋs(A)=0},\dim_H A = \inf \set{ s \ge 0 : \mathcal{H}^s(A) = 0 }, with the convention inf⁡∅=∞\inf \emptyset = \infty.

Remarks

If ℋs(A)<∞\mathcal{H}^s(A) < \infty and t>st > s, then ℋt(A)=0\mathcal{H}^t(A) = 0. So ℋs(A)=∞\mathcal{H}^s(A) = \infty for s<dim⁡HAs < \dim_H A and ℋs(A)=0\mathcal{H}^s(A) = 0 for s>dim⁡HAs > \dim_H A. At s=dim⁡HAs = \dim_H A the value can be 00, positive and finite, or ∞\infty. Equivalently, dim⁡HA=sup⁡{s≥0:ℋs(A)=∞}\dim_H A = \sup \set{s \ge 0 : \mathcal{H}^s(A) = \infty}, with sup⁡∅=0\sup \emptyset = 0.

Example: the middle-thirds Cantor set CC has dim⁡HC=log⁡2/log⁡3\dim_H C = \log 2 / \log 3. At the kk-th step, CC is covered by 2k2^k intervals of length 3−k3^{-k}, so ℋ3−ks(C)≤2k3−ks\mathcal{H}^s_{3^{-k}}(C) \le 2^k 3^{-ks}, which equals 11 for s=log⁡2/log⁡3s = \log 2 / \log 3. This gives dim⁡HC≤log⁡2/log⁡3\dim_H C \le \log 2 / \log 3; the matching lower bound needs a separate argument.

A dense set can have dimension 00: ℚ\Q is dense in ℝ\R, yet dim⁡Hℚ=0\dim_H \Q = 0. Each point has ℋs\mathcal{H}^s measure 00 for s>0s > 0, and ℋs\mathcal{H}^s is countably subadditive.

For subsets of ℝn\R^n, one has dim⁡HA≤n\dim_H A \le n, and every nonempty open set has dimension nn.

Reading path

To understand this page from the ground up, read these 5 pages in order. The foundations come first.

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  1. Cantor set example
  2. Hausdorff measure concept
  3. Infimum concept
  4. Metric space concept
  5. Hausdorff dimension definition

Further reading

  1. Web https://en.wikipedia.org/wiki/Hausdorff_dimension
About this page
TagVYP60TA2EC
URIm2://VYP60TA2EC
Kinddefinition
WritingW0 stub
MSC28A78, 28A80
DefinesHausdorff dimension
UsesHausdorff measure, Metric space, Infimum, Cantor set
Changed2 November 2026

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