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        <identifier>oai:drops-oai.dagstuhl.de:24937</identifier>
        <datestamp>2026-02-09T08:02:18Z</datestamp>
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          <dc:title>Space-Efficient Depth-First Search via Augmented Succinct Graph Encodings</dc:title>
          <dc:creator>Elberfeld, Michael</dc:creator>
          <dc:creator>Kammer, Frank</dc:creator>
          <dc:creator>Meintrup, Johannes</dc:creator>
          <dc:subject>Depth-First Search</dc:subject>
          <dc:subject>Succinct</dc:subject>
          <dc:subject>Space Efficient</dc:subject>
          <dc:subject>Separable Graphs</dc:subject>
          <dc:subject>Planar Graphs</dc:subject>
          <dc:subject>Table Lookup</dc:subject>
          <dc:subject>r-Division</dc:subject>
          <dc:description>We call a graph G separable if a balanced separator can be computed for G of size O(n^ε) with ε &lt; 1. Many real-world graphs are separable such as graphs of bounded genus, graphs of constant treewidth, and graphs excluding a fixed minor. In particular, the well-known planar graphs are separable. We present a succinct encoding of separable graphs G such that, after the encoding is computed, any number of depth-first searches (DFS) can be performed from any given start vertex, each in o(n) time and o(n) bits in the word RAM model. After the execution of a DFS, the succinct encoding of G is augmented such that the DFS tree is encoded inside the encoding while maintaining succinctness. Afterward, the encoding provides common DFS-related queries in constant time. These queries include queries such as lowest-common ancestor of two given vertices in the DFS tree or queries that output the lowpoint of a given vertex in the DFS tree. Furthermore, for planar graphs, we show that the succinct encoding can be computed in O(n) bits and expected linear time, and a compact variant can be constructed in O(n) time and bits. For other separable graph classes 𝒢 the runtime and space usage depends on the specific algorithms used to find balanced separators in graphs of 𝒢.</dc:description>
          <dc:publisher>Schloss Dagstuhl – Leibniz-Zentrum für Informatik</dc:publisher>
          <dc:contributor>Michael Elberfeld and Frank Kammer and Johannes Meintrup</dc:contributor>
          <dc:date>2025</dc:date>
          <dc:relation>Is Part Of LIPIcs, Volume 359, 36th International Symposium on Algorithms and Computation (ISAAC 2025)</dc:relation>
          <dc:type>InProceedings</dc:type>
          <dc:type>Text</dc:type>
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          <dc:identifier>doi:10.4230/LIPIcs.ISAAC.2025.29</dc:identifier>
          <dc:identifier>urn:nbn:de:0030-drops-249379</dc:identifier>
          <dc:identifier>https://drops.dagstuhl.de/entities/document/10.4230/LIPIcs.ISAAC.2025.29</dc:identifier>
          <dc:language>eng</dc:language>
          <dc:rights>https://creativecommons.org/licenses/by/4.0/legalcode</dc:rights>
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