Complexity Analysis of Generalized and Fractional Hypertree Decompositions

Author:

Gottlob Georg1,Lanzinger Matthias1,Pichler Reinhard2,Razgon Igor3

Affiliation:

1. University of Oxford, United Kingdom and TU Wien, Vienna, Austria

2. TU Wien, Vienna, Austria

3. Birkbeck University of London, London, United Kingdom

Abstract

Hypertree decompositions (HDs), as well as the more powerful generalized hypertree decompositions (GHDs), and the yet more general fractional hypertree decompositions (FHDs) are hypergraph decomposition methods successfully used for answering conjunctive queries and for solving constraint satisfaction problems. Every hypergraph H has a width relative to each of these methods: its hypertree width hw(H) , its generalized hypertree width ghw(H) , and its fractional hypertree width fhw(H) , respectively. It is known that hw(H)≤ k can be checked in polynomial time for fixed k , while checking ghw(H)≤ k is NP-complete for k ≥ 3 . The complexity of checking fhw(H)≤ k for a fixed k has been open for over a decade. We settle this open problem by showing that checking fhw(H)≤ k is NP-complete, even for k=2 . The same construction allows us to prove also the NP-completeness of checking ghw(H)≤ k for k=2 . After that, we identify meaningful restrictions that make checking for bounded ghw or fhw tractable or allow for an efficient approximation of the fhw .

Funder

Austrian Science Fund

Royal Society “RAISON DATA”

Publisher

Association for Computing Machinery (ACM)

Subject

Artificial Intelligence,Hardware and Architecture,Information Systems,Control and Systems Engineering,Software

Cited by 4 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Fast Parallel Hypertree Decompositions in Logarithmic Recursion Depth;ACM Transactions on Database Systems;2023-12-30

2. Fractional covers of hypergraphs with bounded multi-intersection;Theoretical Computer Science;2023-11

3. Incremental Updates of Generalized Hypertree Decompositions;ACM Journal of Experimental Algorithmics;2022-12-31

4. The Complexity of Conjunctive Queries with Degree 2;Proceedings of the 41st ACM SIGMOD-SIGACT-SIGAI Symposium on Principles of Database Systems;2022-06-12

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