1. The complexity of binary matrix completion under diameter constraints.
- Author
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Koana, Tomohiro, Froese, Vincent, and Niedermeier, Rolf
- Subjects
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HAMMING distance , *DIAMETER , *SET theory , *NP-hard problems , *MATRICES (Mathematics) , *POLYNOMIAL time algorithms , *ALGORITHMS - Abstract
We thoroughly study a novel but basic combinatorial matrix completion problem: Given a binary incomplete matrix, fill in the missing entries so that every pair of rows in the resulting matrix has a Hamming distance within a specified range. We obtain an almost complete picture of the complexity landscape regarding the distance constraints and the maximum number of missing entries in any row. We develop polynomial-time algorithms for maximum diameter three based on Deza's theorem (1973) [11] from extremal set theory. We also prove NP-hardness for diameter at least four. For the number of missing entries per row, we show polynomial-time solvability when there is only one and NP-hardness when there can be at least two. In many of our algorithms, we heavily rely on Deza's theorem to identify sunflower structures. This paves the way towards polynomial-time algorithms which are based on finding graph factors and solving 2-SAT instances. [ABSTRACT FROM AUTHOR]
- Published
- 2023
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