Optimal cuts and partitions in tree metrics in polynomial time
We present a polynomial time dynamic programming algorithm for optimal partitions in the shortest path metric induced by a tree. This resolves, among other things, the exact complexity status of the optimal partition problems in one-dimensional geometric metric settings. Our method of solution could...
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| Vydané v: | Information processing letters Ročník 113; číslo 12; s. 447 - 451 |
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| Médium: | Journal Article |
| Jazyk: | English |
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Amsterdam
Elsevier B.V
30.06.2013
Elsevier Sequoia S.A |
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| ISSN: | 0020-0190, 1872-6119 |
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| Abstract | We present a polynomial time dynamic programming algorithm for optimal partitions in the shortest path metric induced by a tree. This resolves, among other things, the exact complexity status of the optimal partition problems in one-dimensional geometric metric settings. Our method of solution could be also of independent interest in other applications. We discuss also an extension of our method to the class of metrics induced by the bounded treewidth graphs.
•A novel polynomial time dynamic programming algorithm for optimal partitions in the shortest path metric induced by a tree.•A resolution of the exact complexity status of the optimal partition problems in one-dimensional geometric metric settings.•A discussion of an extension of our method to the class of metrics induced by the bounded treewidth graphs. |
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| AbstractList | We present a polynomial time dynamic programming algorithm for optimal partitions in the shortest path metric induced by a tree. This resolves, among other things, the exact complexity status of the optimal partition problems in one-dimensional geometric metric settings. Our method of solution could be also of independent interest in other applications. We discuss also an extension of our method to the class of metrics induced by the bounded treewidth graphs. [PUBLICATION ABSTRACT] We present a polynomial time dynamic programming algorithm for optimal partitions in the shortest path metric induced by a tree. This resolves, among other things, the exact complexity status of the optimal partition problems in one-dimensional geometric metric settings. Our method of solution could be also of independent interest in other applications. We discuss also an extension of our method to the class of metrics induced by the bounded treewidth graphs. We present a polynomial time dynamic programming algorithm for optimal partitions in the shortest path metric induced by a tree. This resolves, among other things, the exact complexity status of the optimal partition problems in one-dimensional geometric metric settings. Our method of solution could be also of independent interest in other applications. We discuss also an extension of our method to the class of metrics induced by the bounded treewidth graphs. (C) 2013 Elsevier B.V. All rights reserved. We present a polynomial time dynamic programming algorithm for optimal partitions in the shortest path metric induced by a tree. This resolves, among other things, the exact complexity status of the optimal partition problems in one-dimensional geometric metric settings. Our method of solution could be also of independent interest in other applications. We discuss also an extension of our method to the class of metrics induced by the bounded treewidth graphs. •A novel polynomial time dynamic programming algorithm for optimal partitions in the shortest path metric induced by a tree.•A resolution of the exact complexity status of the optimal partition problems in one-dimensional geometric metric settings.•A discussion of an extension of our method to the class of metrics induced by the bounded treewidth graphs. |
| Author | Lingas, Andrzej Sledneu, Dzmitry Karpinski, Marek |
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| Keywords | Optimal bisection Tree metric Optimal cut Computational complexity Geometric metric Polynomial time |
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| References | Fernandez de la Vega, Karpinski, Kannan, Vempala (br0210) 2005 Karpinski, Lingas, Sledneu (br0270) 2012 Fakcharoenphol, Rao, Talwar (br0280) 2003 Alon, Fernandez de la Vega, Kannan, Karpinski (br0200) 2003; 67 Andrews, Hajiaghayi, Karloff, Moitra (br0180) 2011 Fernandez de la Vega, Karpinski, Kenyon (br0220) 2004 Diestel (br0290) 2005; vol. 173 Karpinski (br0260) 2002; vol. 2420 Kannan (br0250) 2010 Fernandez de la Vega, Kenyon (br0240) 1998 Räcke (br0190) 2008 Bodlaender (br0300) 1996; 25 Khot (br0170) 2004 Hochbaum (br0160) 1996 Fernandez de la Vega, Karpinski (br0230) 2000; 16 Bodlaender (10.1016/j.ipl.2013.03.009_br0300) 1996; 25 Andrews (10.1016/j.ipl.2013.03.009_br0180) 2011 Fernandez de la Vega (10.1016/j.ipl.2013.03.009_br0230) 2000; 16 Hochbaum (10.1016/j.ipl.2013.03.009_br0160) 1996 Fernandez de la Vega (10.1016/j.ipl.2013.03.009_br0220) 2004 Fernandez de la Vega (10.1016/j.ipl.2013.03.009_br0210) 2005 Räcke (10.1016/j.ipl.2013.03.009_br0190) 2008 Fakcharoenphol (10.1016/j.ipl.2013.03.009_br0280) 2003 Fernandez de la Vega (10.1016/j.ipl.2013.03.009_br0240) 1998 Diestel (10.1016/j.ipl.2013.03.009_br0290) 2005; vol. 173 Alon (10.1016/j.ipl.2013.03.009_br0200) 2003; 67 Karpinski (10.1016/j.ipl.2013.03.009_br0260) 2002; vol. 2420 Khot (10.1016/j.ipl.2013.03.009_br0170) 2004 Kannan (10.1016/j.ipl.2013.03.009_br0250) 2010 Karpinski (10.1016/j.ipl.2013.03.009_br0270) |
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| SubjectTerms | Algorithms Computational complexity Computer and Information Sciences Computer science Computer Sciences Data processing Data- och informationsvetenskap (Datateknik) Datavetenskap (Datalogi) Dynamic programming Geometric metric Geometry Graph theory Graphs Matematik Mathematical Sciences Natural Sciences Naturvetenskap Optimal bisection Optimal cut Optimization Partitions Polynomial time Polynomials Shortest path algorithms Shortest-path problems Studies Tree metric Trees |
| Title | Optimal cuts and partitions in tree metrics in polynomial time |
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