Constrained (0,1)-matrix completion with a staircase of fixed zeros

Wei CHEN*, Yanfang MO, Li QIU, Pravin VARAIYA

*Corresponding author for this work

Research output: Journal PublicationsJournal Article (refereed)peer-review

6 Citations (Scopus)

Abstract

We study the (0,1)-matrix completion with prescribed row and column sums wherein the ones are permitted in a set of positions that form a Young diagram. We characterize the solvability of such (0,1)-matrix completion problems via the nonnegativity of a structure tensor which is defined in terms of the problem parameters: the row sums, column sums, and the positions of fixed zeros. This reduces the exponential number of inequalities in a direct characterization yielded by the max-flow min-cut theorem to a polynomial number of inequalities. The result is applied to two engineering problems arising in smart grid and real-time systems, respectively.

Original languageEnglish
Pages (from-to)171-185
Number of pages15
JournalLinear Algebra and Its Applications
Volume510
Early online date26 Aug 2016
DOIs
Publication statusPublished - 1 Dec 2016
Externally publishedYes

Bibliographical note

Publisher Copyright:
© 2016 Elsevier Inc.

Keywords

  • Constrained (0,1)-matrix completion
  • Fixed zeros
  • Structure tensor
  • Young diagram

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