DocumentCode
3173263
Title
Alpha Shape Topology of the Cosmic Web
Author
van de Weygaert, Rien ; Platen, Erwin ; Vegter, Gert ; Eldering, Bob ; Kruithof, Nico
Author_Institution
Kapteyn Astron. Inst., Univ. of Groningen, Groningen, Netherlands
fYear
2010
fDate
28-30 June 2010
Firstpage
224
Lastpage
234
Abstract
We study the topology of the Megaparsec Cosmic Web on the basis of the Alpha Shapes of the galaxy distribution. The simplicial complexes of the alpha shapes are used to determine the set of Betti numbers (βk, k = 1,...,D) which represent a complete characterization of the topology of a manifold. This forms a useful extension of the geometry and topology of the galaxy distribution by Minkowski functionals, of which three specify the geometrical structure of surfaces and one, the Euler characteristic, represents merely a summary of its topology. In order to develop an intuitive understanding for the relation between Betti numbers and the running α parameter of the alpha shapes, and thus in how far they may discriminate between different topologies, we study them within the context of simple heuristic Voronoi clustering models. These may be tuned to consist of a few or even only one specific morphological element of the Cosmic Web, ie. clusters, filaments or sheets.
Keywords
astronomy computing; computational geometry; cosmology; pattern clustering; topology; Betti numbers; Euler characteristic; Minkowski functionals; Voronoi clustering models; alpha shape topology; galaxy distribution; megaparsec cosmic web; Computational modeling; Computer science; Computer simulation; Context modeling; Geometry; Large-scale systems; Mathematics; Shape; Surface morphology; Topology; Computational Geometry: tessellations; Computational Topology; Cosmology: theory; Methods: data analysis; large-scale structure of Universe; techniques: image processing;
fLanguage
English
Publisher
ieee
Conference_Titel
Voronoi Diagrams in Science and Engineering (ISVD), 2010 International Symposium on
Conference_Location
Quebec, QC
Print_ISBN
978-1-4244-7606-0
Electronic_ISBN
978-1-4244-7605-3
Type
conf
DOI
10.1109/ISVD.2010.24
Filename
5521428
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