Counting small induced subgraphs satisfying monotone properties

<p>Given a graph property&nbsp;<span tabindex="0">&Phi;</span>&nbsp;, we study the problem&nbsp;<span tabindex="0">#INDSUB(&Phi;)</span>&nbsp;which asks, on input a graph&nbsp;<span tabindex="0">G</span&...

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Bibliographic Details
Main Authors: Roth, M, Schmitt, J, Wellnitz, P
Format: Conference item
Language:English
Published: IEEE 2021
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Summary:<p>Given a graph property&nbsp;<span tabindex="0">&Phi;</span>&nbsp;, we study the problem&nbsp;<span tabindex="0">#INDSUB(&Phi;)</span>&nbsp;which asks, on input a graph&nbsp;<span tabindex="0">G</span>&nbsp;and a positive integer&nbsp;<span tabindex="0">k</span>&nbsp;, to compute the number&nbsp;<span tabindex="0">#IndSub(&Phi;,k&rarr;G)</span>&nbsp;of induced subgraphs of size&nbsp;<span tabindex="0">k</span>&nbsp;in&nbsp;<span tabindex="0">G</span>&nbsp;that satisfy&nbsp;<span tabindex="0">&Phi;</span>&nbsp;. The search for explicit criteria on&nbsp;<span tabindex="0">&Phi;</span>&nbsp;ensuring that&nbsp;<span tabindex="0">#INDSUB(&Phi;)</span>&nbsp;is hard was initiated by Jerrum and Meeks [J. Comput. Syst. Sci. 15] and is part of the major line of research on counting small patterns in graphs. However, apart from an implicit result due to Curticapean, Dell and Marx [STOC 17] proving that a full classification into &ldquo;easy&rdquo; and &ldquo;hard&rdquo; properties is possible and some partial results on edge-monotone properties due to Meeks [Discret. Appl. Math. 16] and D&ouml;rfler et al. [MFCS 19], not much is known. In this work, we fully answer and explicitly classify the case of monotone, that is subgraph-closed, properties: We show that for any non-trivial monotone property&nbsp;<span tabindex="0">&Phi;</span>&nbsp;, the problem&nbsp;<span tabindex="0">#INDSUB(&Phi;)</span>&nbsp;cannot be solved in time&nbsp;<span tabindex="0">f(k).|V(G)|o(k/log1/2(k))</span>&nbsp;for any function&nbsp;<span tabindex="0">f</span>&nbsp;, unless the Exponential Time Hypothesis fails. By this, we establish that any significant improvement over the brute-force approach is unlikely; in the language of parameterized complexity, we also obtain a #W[1] - completeness result.</p>