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        <identifier>oai:drops-oai.dagstuhl.de:10624</identifier>
        <datestamp>2024-03-06T10:46:18Z</datestamp>
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          <dc:title>Faster Algorithms for All Pairs Non-Decreasing Paths Problem</dc:title>
          <dc:creator>Duan, Ran</dc:creator>
          <dc:creator>Jin, Ce</dc:creator>
          <dc:creator>Wu, Hongxun</dc:creator>
          <dc:subject>graph optimization</dc:subject>
          <dc:subject>matrix multiplication</dc:subject>
          <dc:subject>non-decreasing paths</dc:subject>
          <dc:description>In this paper, we present an improved algorithm for the All Pairs Non-decreasing Paths (APNP) problem on weighted simple digraphs, which has running time O~(n^{{3 + omega}/{2}}) = O~(n^{2.686}). Here n is the number of vertices, and omega &lt; 2.373 is the exponent of time complexity of fast matrix multiplication [Williams 2012, Le Gall 2014]. This matches the current best upper bound for (max, min)-matrix product [Duan, Pettie 2009] which is reducible to APNP. Thus, further improvement for APNP will imply a faster algorithm for (max, min)-matrix product. The previous best upper bound for APNP on weighted digraphs was O~(n^{1/2(3 + {3 - omega}/{omega + 1} + omega)}) = O~(n^{2.78}) [Duan, Gu, Zhang 2018]. We also show an O~(n^2) time algorithm for APNP in undirected simple graphs which also reaches optimal within logarithmic factors.</dc:description>
          <dc:publisher>Schloss Dagstuhl – Leibniz-Zentrum für Informatik</dc:publisher>
          <dc:contributor>Ran Duan and Ce Jin and Hongxun Wu</dc:contributor>
          <dc:date>2019</dc:date>
          <dc:relation>Is Part Of LIPIcs, Volume 132, 46th International Colloquium on Automata, Languages, and Programming (ICALP 2019)</dc:relation>
          <dc:type>InProceedings</dc:type>
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          <dc:identifier>doi:10.4230/LIPIcs.ICALP.2019.48</dc:identifier>
          <dc:identifier>urn:nbn:de:0030-drops-106241</dc:identifier>
          <dc:identifier>https://drops.dagstuhl.de/entities/document/10.4230/LIPIcs.ICALP.2019.48</dc:identifier>
          <dc:language>eng</dc:language>
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