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Average Size of Implicational Bases
Acte de colloque

Average Size of Implicational Bases

Giacomo Kahn et Alexandre Bazin
Proceedings of the Fourteenth International Conference on Concept Lattices and Their Applications
International Conference on Concept Lattices and Their Applications
12/06/2018

Résumé

Artificial Intelligence Combinatorics Computational Complexity Computer Science Mathematics
Implicational bases are objects of interest in formal concept analysis and its applications. Unfortunately, even the smallest base, the Duquenne-Guigues base, has an exponential size in the worst case. In this paper, we use results on the average number of minimal transversals in random hypergraphs to show that the base of proper premises is, on average, of quasi-polynomial size.

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