How many three-dimensional Hilbert curves are there?

H.J. Haverkort

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Uittreksel

Hilbert's two-dimensional space-filling curve is appreciated for its good locality-preserving properties and easy implementation for many applications. However, Hilbert did not describe how to generalize his construction to higher dimensions. In fact, the number of ways in which this may be done ranges from zero to infinite, depending on what properties of the Hilbert curve one considers to be essential.

In this work we take the point of view that a Hilbert curve should at least be self-similar and traverse cubes octant by octant. We organize and explore the space of possible three-dimensional Hilbert curves and the potentially useful properties which they may have. We discuss a notation system that allows us to distinguish the curves from one another and enumerate them. This system has been implemented in a software prototype, available from the author's website.

Several examples of possible three-dimensional Hilbert curves are presented, including a curve that visits the points on most sides of the unit cube in the order of the two-dimensional Hilbert curve; curves of which not only the eight octants are similar to each other, but also the four quarters; a curve with excellent locality-preserving properties and endpoints that are not vertices of the cube; a curve in which all but two octants are each other's images with respect to reflections in axis-parallel planes; and curves that can be sketched on a grid without using vertical line segments. In addition, we discuss several four-dimensional Hilbert curves.
TaalEngels
Pagina's206–281
TijdschriftJournal of Computational Geometry
Volume8
Nummer van het tijdschrift1
DOI's
StatusGepubliceerd - 2017

Vingerafdruk

Hilbert
Three-dimensional
Curve
Locality
Regular hexahedron
Space-filling Curves
Unit cube
Line segment
Notation
Higher Dimensions
Vertical
Prototype
Grid
Generalise
Software

Citeer dit

Haverkort, H.J./ How many three-dimensional Hilbert curves are there?. In: Journal of Computational Geometry. 2017 ; Vol. 8, Nr. 1. blz. 206–281
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How many three-dimensional Hilbert curves are there? / Haverkort, H.J.

In: Journal of Computational Geometry, Vol. 8, Nr. 1, 2017, blz. 206–281.

Onderzoeksoutput: Bijdrage aan tijdschriftTijdschriftartikelAcademicpeer review

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