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标题：A Linear Upper Bound on the Weisfeiler-Leman Dimension of Graphs of Bounded Genus
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作者：Martin Grohe ; Sandra Kiefer
期刊名称：LIPIcs : Leibniz International Proceedings in Informatics
电子版ISSN：1868-8969
出版年度：2019
卷号：132
页码：1-15
DOI：10.4230/LIPIcs.ICALP.2019.117
出版社：Schloss Dagstuhl -- Leibniz-Zentrum fuer Informatik
摘要：The Weisfeiler-Leman (WL) dimension of a graph is a measure for the inherent descriptive complexity of the graph. While originally derived from a combinatorial graph isomorphism test called the Weisfeiler-Leman algorithm, the WL dimension can also be characterised in terms of the number of variables that is required to describe the graph up to isomorphism in first-order logic with counting quantifiers. It is known that the WL dimension is upper-bounded for all graphs that exclude some fixed graph as a minor [M. Grohe, 2017]. However, the bounds that can be derived from this general result are astronomic. Only recently, it was proved that the WL dimension of planar graphs is at most 3 [S. Kiefer et al., 2017]. In this paper, we prove that the WL dimension of graphs embeddable in a surface of Euler genus g is at most 4g+3. For the WL dimension of graphs embeddable in an orientable surface of Euler genus g, our approach yields an upper bound of 2g + 3.
关键词：Weisfeiler-Leman algorithm; finite-variable logic; isomorphism testing; planar graphs; bounded genus