SODA 2021
Planar Negative k -Cycle
Abstract
Given an edge-weighted directed graph G, the N egative - k -C ycle problem asks whether G contains a negative-weight cycle with at most k edges. For k = 3 the problem is known as the N egative T riangle problem and is equivalent to all-pairs shortest paths (and to min-plus matrix multiplication) and solvable in O ( n 3 ) time. In this paper, we consider the case of directed planar graphs. We show that the N egative -k-C ycle problem can be solved in min{O( nk 2 log n ), O ( n 2 )} time. Assuming the min-plus convolution conjecture, we then show, for k > n 1/3 that there is no algorithm polynomially faster than, and for k ≤ n 1/3 that our O ( nk 2 log n ) upper bound is essentially tight. The latter gives the first non-trivial tight bounds for a planar graph problem in P. Our lower bounds are obtained by introducing a natural problem on matrices that generalizes both min-plus matrix multiplication and min-plus convolution, and whose complexity lies between the complexities of these two problems.
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Context
- Venue
- ACM-SIAM Symposium on Discrete Algorithms
- Archive span
- 1990-2025
- Indexed papers
- 4674
- Paper id
- 706055350528811762