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Measure and integration Definition

Minkowski–Bouligand dimension

Builds on Bounded setDiameter of a setLimit superiorCantor setHausdorff dimensionMinkowski content

Definition

Let AA be a nonempty bounded set in ℝn\R^n. For ε>0\varepsilon > 0, let N(A,ε)N(A, \varepsilon) be the smallest number of sets of diameter at most ε\varepsilon that cover AA. The upper and lower box-counting dimensions of AA are dim⁡‾BA=lim sup⁡ε→0+log⁡N(A,ε)log⁡(1/ε),dim⁡‾BA=lim inf⁡ε→0+log⁡N(A,ε)log⁡(1/ε).\overline{\dim}_B A = \limsup_{\varepsilon \to 0^+} \frac{\log N(A, \varepsilon)}{\log (1/\varepsilon)}, \qquad \underline{\dim}_B A = \liminf_{\varepsilon \to 0^+} \frac{\log N(A, \varepsilon)}{\log (1/\varepsilon)}. If they are equal, the common value dim⁡BA\dim_B A is the Minkowski–Bouligand dimension, or box-counting dimension, of AA.

Remarks

One gets the same values if N(A,ε)N(A, \varepsilon) counts the cubes of an ε\varepsilon-mesh grid that meet AA, or the largest number of disjoint balls of radius ε\varepsilon centred in AA. For bounded AA, dim⁡‾BA=inf⁡{s:ℳ∗s(A)=0}\overline{\dim}_B A = \inf \set{ s : \mathcal{M}^{*s}(A) = 0 }, where ℳ∗s\mathcal{M}^{*s} is the upper Minkowski content. Always dim⁡HA≤dim⁡‾BA≤dim⁡‾BA\dim_H A \le \underline{\dim}_B A \le \overline{\dim}_B A, where dim⁡H\dim_H is the Hausdorff dimension.

Example: let CC be the middle-thirds Cantor set. It is covered by 2k2^k intervals of length 3−k3^{-k}, and each set of diameter at most 3−k3^{-k} meets at most two of them. So 2k−1≤N(C,3−k)≤2k2^{k-1} \le N(C, 3^{-k}) \le 2^k, and the ratio tends to log⁡2/log⁡3\log 2 / \log 3, so dim⁡BC=log⁡2/log⁡3\dim_B C = \log 2 / \log 3.

The box dimension does not ignore countable sets. The set ℚ∩[0,1]\Q \cap [0, 1] is dense, so N(ℚ∩[0,1],ε)=N([0,1],ε)N(\Q \cap [0, 1], \varepsilon) = N([0, 1], \varepsilon), and its box dimension is 11. Its Hausdorff dimension is 00.

Reading path

To understand this page from the ground up, read these 7 pages in order. The foundations come first.

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Each page uses the pages above it. The colour of the bar on a box shows how strong the evidence is, and the box also gives it as text. The list has the same pages.
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  1. Bounded set concept
  2. Cantor set example
  3. Diameter of a set concept
  4. Hausdorff dimension concept
  5. Limit superior concept
  6. Minkowski content concept
  7. Minkowski–Bouligand dimension definition

Further reading

  1. Web https://en.wikipedia.org/wiki/Minkowski%E2%80%93Bouligand_dimension
About this page
TagF7G7CJY143
URIm2://F7G7CJY143
Kinddefinition
WritingW0 stub
MSC28A80, 28A75
DefinesMinkowski–Bouligand dimension
UsesBounded set, Diameter of a set, Limit superior, Cantor set, Hausdorff dimension, Minkowski content
Changed2 November 2026

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