Approximately Counting Answers to Conjunctive Queries with Disequalities and Negations
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| Format: | Preprint |
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2021
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| _version_ | 1866929736564867072 |
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| author | Focke, Jacob Goldberg, Leslie Ann Roth, Marc Živný, Stanislav |
| author_facet | Focke, Jacob Goldberg, Leslie Ann Roth, Marc Živný, Stanislav |
| contents | We study the complexity of approximating the number of answers to a small query $φ$ in a large database $\mathcal{D}$. We establish an exhaustive classification into tractable and intractable cases if $φ$ is a conjunctive query with disequalities and negations:
$\bullet$ If there is a constant bound on the arity of $φ$, and if the randomised Exponential Time Hypothesis (rETH) holds, then the problem has a fixed-parameter tractable approximation scheme (FPTRAS) if and only if the treewidth of $φ$ is bounded.
$\bullet$ If the arity is unbounded and we allow disequalities only, then the problem has an FPTRAS if and only if the adaptive width of $φ$ (a width measure strictly more general than treewidth) is bounded; the lower bound relies on the rETH as well.
Additionally we show that our results cannot be strengthened to achieve a fully polynomial randomised approximation scheme (FPRAS): We observe that, unless $\mathrm{NP} =\mathrm{RP}$, there is no FPRAS even if the treewidth (and the adaptive width) is $1$. However, if there are neither disequalities nor negations, we prove the existence of an FPRAS for queries of bounded fractional hypertreewidth, strictly generalising the recently established FPRAS for conjunctive queries with bounded hypertreewidth due to Arenas, Croquevielle, Jayaram and Riveros (STOC 2021). |
| format | Preprint |
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arxiv_https___arxiv_org_abs_2103_12468 |
| institution | arXiv |
| publishDate | 2021 |
| record_format | arxiv |
| spellingShingle | Approximately Counting Answers to Conjunctive Queries with Disequalities and Negations Focke, Jacob Goldberg, Leslie Ann Roth, Marc Živný, Stanislav Discrete Mathematics Computational Complexity Databases We study the complexity of approximating the number of answers to a small query $φ$ in a large database $\mathcal{D}$. We establish an exhaustive classification into tractable and intractable cases if $φ$ is a conjunctive query with disequalities and negations: $\bullet$ If there is a constant bound on the arity of $φ$, and if the randomised Exponential Time Hypothesis (rETH) holds, then the problem has a fixed-parameter tractable approximation scheme (FPTRAS) if and only if the treewidth of $φ$ is bounded. $\bullet$ If the arity is unbounded and we allow disequalities only, then the problem has an FPTRAS if and only if the adaptive width of $φ$ (a width measure strictly more general than treewidth) is bounded; the lower bound relies on the rETH as well. Additionally we show that our results cannot be strengthened to achieve a fully polynomial randomised approximation scheme (FPRAS): We observe that, unless $\mathrm{NP} =\mathrm{RP}$, there is no FPRAS even if the treewidth (and the adaptive width) is $1$. However, if there are neither disequalities nor negations, we prove the existence of an FPRAS for queries of bounded fractional hypertreewidth, strictly generalising the recently established FPRAS for conjunctive queries with bounded hypertreewidth due to Arenas, Croquevielle, Jayaram and Riveros (STOC 2021). |
| title | Approximately Counting Answers to Conjunctive Queries with Disequalities and Negations |
| topic | Discrete Mathematics Computational Complexity Databases |
| url | https://arxiv.org/abs/2103.12468 |