Emergent Mind

Bounding the Mim-Width of Hereditary Graph Classes

(2004.05018)
Published Apr 10, 2020 in cs.DS , cs.CC , cs.DM , and math.CO

Abstract

A large number of NP-hard graph problems become polynomial-time solvable on graph classes where the mim-width is bounded and quickly computable. Hence, when solving such problems on special graph classes, it is helpful to know whether the graph class under consideration has bounded mim-width. We first extend the toolkit for proving (un)boundedness of mim-width of graph classes. This enables us to initiate a systematic study into bounding mim-width from the perspective of hereditary graph classes. For a given graph $H$, the class of $H$-free graphs has bounded mim-width if and only if it has bounded clique-width. We show that the same is not true for $(H1,H2)$-free graphs. We find several general classes of $(H1,H2)$-free graphs having unbounded clique-width, but the mim-width is bounded and quickly computable. We also prove a number of new results showing that, for certain $H1$ and $H2$, the class of $(H1,H2)$-free graphs has unbounded mim-width. Combining these with known results, we present summary theorems of the current state of the art for the boundedness of mim-width for $(H1,H2)$-free graphs.

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