Optimality conjecture for serial and parallel clique-complex construction algorithms

Let GG be a graph and let kk be a nonnegative integer. Consider the serial algorithm and parallel algorithm for constructing the kk-skeleta of the clique complex of GG described in the paper. Optimality conjecture. These algorithms are optimal serial and parallel algorithms, respectively, for constructing the kk-skeleta of the clique complex of a graph. The exact notion of optimality is left open: it may refer to worst-case complexity, average complexity for particular random graph models, or practical performance on real examples.

Sources & referencesView supporting material

Primary source

Antonio Rieser, “A New Construction of the Vietoris-Rips Complex”, arXiv:2301.07191 (2024).

Additional references

3 papers in this index state this conjecture (2013–2023). The statement above is taken from the most recent of them; the others are arXiv:2110.14521, arXiv:1307.2786.

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