Higher Dimensional Spheres viz. Cubes

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SUMMARY

This discussion focuses on the geometric properties of higher-dimensional spheres and cubes, specifically in Euclidean geometry. It establishes that while the volume of a unit sphere approaches zero as the dimension n increases, this is primarily due to the unit cube's diagonal growing indefinitely. The analysis reveals that when comparing spheres and cubes of equal volume, the ratio of the diagonal of the cube to the diameter of the sphere approaches approximately 2.066 as n increases. Furthermore, it concludes that the volume of the intersection of an n-dimensional unit sphere and cube diminishes at a rate of roughly 1/sqrt(n).

PREREQUISITES
  • Understanding of Euclidean geometry in n dimensions
  • Familiarity with Stirling's approximation
  • Knowledge of volume calculations for spheres and cubes
  • Basic concepts of limits and asymptotic behavior
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  • Explore the implications of Stirling's approximation in higher dimensions
  • Research the properties of n-dimensional geometric shapes
  • Investigate the behavior of intersections in higher-dimensional spaces
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Mathematicians, geometry enthusiasts, and students studying higher-dimensional spaces will benefit from this discussion, particularly those interested in the properties and relationships of geometric figures in n dimensions.

Hornbein
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This is about Euclidian geometry in n dimensions. On this subject it is often noted that the volume of the unit sphere goes to zero as n increases. However this has more to do with the unit cube getting larger than the sphere growing smaller. As n increases the diagonal of the unit cube grows without bound while the diameter of the unit sphere remains constant, so the result is no surprise.

How about comparing what happens with spheres and cubes both with volume one? Then the sphere can also grow. Things cancel out nicely so using Stirling's approximation we get that with large n

(diagonal of cube)/(diameter of sphere) = (pi*e/2)^1/2 = approx. 2.066.

That is, the "diameter" of the cube is a bit more than twice that of the sphere of the same volume.
Taking it a step further, we can show that for large n a unit cube of dimension n/4 (rounded down) or less can be entirely enclosed by an n dimensional unit volume sphere.
 
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Suppose we have a unit volume n-ball and n-cube that share the same center. How large is their intersection?

The volume of their intersection goes to zero at a rate of roughly 1/sqrt(n). Both figures grow at the same rate but in different directions.
 

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