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The Complexity of the Gapped Consecutive-Ones Property Problem for Matrices of Bounded Maximum Degree

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Comparative Genomics(RECOMB-CG 2010)

Part of the book series:Lecture Notes in Computer Science ((LNBI,volume 6398))

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Abstract

The Gapped Consecutive-Ones Property (C1P) Problem, or the (k,δ)-C1P Problem is: given a binary matrixM and integersk andδ, decide if the columns ofM can be ordered such that each row contains at mostk blocks of1’s, and no two neighboring blocks of1’s are separated by a gap of more thanδ0’s. This problem was introduced in [3]. The classical polynomial-time solvable C1P Problem is equivalent to the (1,0)-C1P problem. It has been shown that for every unbounded or boundedk ≥ 2 and unbounded or boundedδ ≥ 1, except when (k,δ) = (2,1), the (k,δ)-C1P Problem is NP-complete [10,6].

In this paper we study the Gapped C1P Problem with a third parameterd, namely the bound on the maximum number of1’s in any row ofM, or the bound on the maximumdegree ofM. This is motivated by problems in comparative genomics and paleogenomics, where the genome data is often sparse [4]. The (d,k,δ)-C1P Problem has been shown to be polynomial-time solvable when all three parameters are fixed [3]. Since fixingd also fixesk (k ≤ d), the only case left to consider is the case whenδ is unbounded, or the (d,k, ∞ )-C1P Problem. Here we show that for everyd > k ≥ 2, the (d,k, ∞ )-C1P Problem is NP-complete.

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Authors and Affiliations

  1. Department of Mathematics, Simon Fraser University, Burnaby, BC, Canada

    Ján Maňuch

  2. Deptartment of Computer Science, UBC, Vancouver, BC, Canada

    Ján Maňuch & Murray Patterson

Authors
  1. Ján Maňuch

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  2. Murray Patterson

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Editors and Affiliations

  1. INRIA Rhône-Alpes, Université de Lyon 1, Villeurbanne, France

    Eric Tannier

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Maňuch, J., Patterson, M. (2010). The Complexity of the Gapped Consecutive-Ones Property Problem for Matrices of Bounded Maximum Degree. In: Tannier, E. (eds) Comparative Genomics. RECOMB-CG 2010. Lecture Notes in Computer Science(), vol 6398. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-16181-0_23

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