The “Art of Trellis Decoding” Is Fixed-Parameter Tractable
Jeong, Jisu; Kim, Eun Jung; Oum, Sang-Il (2017), The “Art of Trellis Decoding” Is Fixed-Parameter Tractable, IEEE Transactions on Information Theory, 63, 11, p. 7178-7205. 10.1109/TIT.2017.2740283
Type
Article accepté pour publication ou publiéExternal document link
https://arxiv.org/abs/1507.02184Date
2017Journal name
IEEE Transactions on Information TheoryVolume
63Number
11Publisher
IEEE - Institute of Electrical and Electronics Engineers
Pages
7178-7205
Publication identifier
Metadata
Show full item recordAuthor(s)
Jeong, JisuDepartment of Mathematical Sciences, KAIST
Kim, Eun Jung
Laboratoire d'analyse et modélisation de systèmes pour l'aide à la décision [LAMSADE]
Oum, Sang-Il

Department of Mathematical Sciences, KAIST
Abstract (EN)
Given n subspaces of a finite-dimensional vector space over a fixed finite field F, we wish to find a linear layout V 1 , V 2 ,..., V n of the subspaces such that dim((V 1 + V 2 + ··· + V i ) ∩ (V i+1 + ··· + V n )) ≤ k for all i; such a linear layout is said to have width at most k. When restricted to 1-dimensional subspaces, this problem is equivalent to computing the trellis-width (or minimum trellis state-complexity) of a linear code in coding theory and computing the path-width of an F-represented matroid in matroid theory. We present a fixed-parameter tractable algorithm to construct a linear layout of width at most k, if it exists, for input subspaces of a finite-dimensional vector space over F. As corollaries, we obtain a fixed-parameter tractable algorithm to produce a path-decomposition of width at most k for an input F-represented matroid of path-width at most k, and a fixed-parameter tractable algorithm to find a linear rank-decomposition of width at most k for an input graph of linear rank-width at most k. In both corollaries, no such algorithms were known previously. Our approach is based on dynamic programming combined with the idea developed by Bodlaender and Kloks (1996) for their work on path-width and tree-width of graphs. It was previously known that a fixed-parameter tractable algorithm exists for the decision version of the problem for matroid path-width; a theorem by Geelen, Gerards, and Whittle (2002) implies that for each fixed finite field F, there are finitely many forbidden F-representable minors for the class of matroids of path-width at most k. An algorithm by Hlinený (2006) can detect a minor in an input F-represented matroid of bounded branch-width. However, this indirect approach would not produce an actual path-decomposition. Our algorithm is the first one to construct such a path-decomposition and does not depend on the finiteness of forbidden minors.Subjects / Keywords
Parameterized complexity; Branch-width; Path-width; Matroid; Trellis-width; Trellis state-complexity; Linear code; Linear rank-width; Linear clique-widthRelated items
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