Finding (s,d)-hypernetworks in F-hypergraphs is NP-hard

Reynaldo Gil-Pons, Max Ward, Loïc Miller

Research output: Contribution to journalArticlepeer-review

Abstract

We consider the problem of computing an (s,d)-hypernetwork in an acyclic F-hypergraph. This is a fundamental computational problem arising in directed hypergraphs, and is a foundational step in tackling problems of reachability and redundancy. This problem was previously explored in the context of general directed hypergraphs (containing cycles), where it is NP-hard, and acyclic B-hypergraphs, where a linear time algorithm can be achieved. In a surprising contrast, we find that for acyclic F-hypergraphs the problem is NP-hard, which also implies the problem is hard in BF-hypergraphs. This is a striking complexity boundary given that F-hypergraphs and B-hypergraphs would at first seem to be symmetrical to one another. We provide the proof of complexity and explain why there is a fundamental asymmetry between the two classes of directed hypergraphs.

Original languageEnglish
Article number106433
JournalInformation Processing Letters
Volume184
Early online date6 Sept 2023
DOIs
Publication statusPublished - Feb 2024
Externally publishedYes

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