Complexity Analysis of General and Fractional Hypertree Decompositions

02/12/2020
by   Georg Gottlob, et al.
0

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 which make checking for bounded ghw or fhw tractable or allow for an efficient approximation of the fhw.

READ FULL TEXT
research
02/12/2020

Complexity Analysis of Generalized and Fractional Hypertree Decompositions

Hypertree decompositions (HDs), as well as the more powerful generalized...
research
07/28/2020

Semantic Width and the Fixed-Parameter Tractability of Constraint Satisfaction Problems

Constraint satisfaction problems (CSPs) are an important formal framewor...
research
12/29/2020

The HyperTrac Project: Recent Progress and Future Research Directions on Hypergraph Decompositions

Constraint Satisfaction Problems (CSPs) play a central role in many appl...
research
04/16/2019

Point-width and Max-CSPs

The complexity of (unbounded-arity) Max-CSPs under structural restrictio...
research
12/11/2018

Semantic Width of Conjunctive Queries and Constraint Satisfaction Problems

Answering Conjunctive Queries (CQs) and solving Constraint Satisfaction ...
research
11/20/2018

HyperBench: A Benchmark and Tool for Hypergraphs and Empirical Findings

To cope with the intractability of answering Conjunctive Queries (CQs) a...
research
11/13/2017

Constraint Solving via Fractional Edge Covers

Many important combinatorial problems can be modeled as constraint satis...

Please sign up or login with your details

Forgot password? Click here to reset