O. Bobrowski, M. Kahle
tlooto Summary
This article surveys the rapidly emerging area of random geometric simplicial complexes, and reviews the results known to date about the probabilistic behavior of the homology (and related structures) generated by these random complexes.
Abstract
In this expository article, we survey the rapidly emerging area of random geometric simplicial complexes. Random geometric complexes may be viewed as higher-dimensional generalizations of random geometric graphs, where vertices are generated by a random point process, and edges are placed based on proximity. Extending the notion of connected components and cycles in graphs, the main object of study has been the homology of these complexes. We review the results known to date about the probabilistic behavior of the homology (and related structures) generated by these random complexes.
Citation format
BOBROWSKI, O.; KAHLE, M. Topology of random geometric complexes: A survey [preprint]. arXiv, 2014. arXiv:1409.4734.