TY - GEN
T1 - Planar negative k-cycle
AU - Gawrychowski, Paweł
AU - Mozes, Shay
AU - Weimann, Oren
N1 - Publisher Copyright: © 2021 by SIAM
PY - 2021
Y1 - 2021
N2 - Given an edge-weighted directed graph G, the Negative-k-Cycle problem asks whether G contains a negative-weight cycle with at most k edges. For k = 3 the problem is known as the NegativeTriangle problem and is equivalent to all-pairs shortest paths (and to min-plus matrix multiplication) and solvable in O(n3) time. In this paper, we consider the case of directed planar graphs. We show that the Negative-k-Cycle problem can be solved in min{O(nk2 log n), O(n2)} time. Assuming the min-plus convolution conjecture, we then show, for k > n1/3 that there is no algorithm polynomially faster than O(n1.5 √k), and for k ≤ n1/3 that our O(nk2 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.
AB - Given an edge-weighted directed graph G, the Negative-k-Cycle problem asks whether G contains a negative-weight cycle with at most k edges. For k = 3 the problem is known as the NegativeTriangle problem and is equivalent to all-pairs shortest paths (and to min-plus matrix multiplication) and solvable in O(n3) time. In this paper, we consider the case of directed planar graphs. We show that the Negative-k-Cycle problem can be solved in min{O(nk2 log n), O(n2)} time. Assuming the min-plus convolution conjecture, we then show, for k > n1/3 that there is no algorithm polynomially faster than O(n1.5 √k), and for k ≤ n1/3 that our O(nk2 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.
UR - http://www.scopus.com/inward/record.url?scp=85105280859&partnerID=8YFLogxK
M3 - Conference contribution
T3 - Proceedings of the Annual ACM-SIAM Symposium on Discrete Algorithms
SP - 2717
EP - 2724
BT - ACM-SIAM Symposium on Discrete Algorithms, SODA 2021
A2 - Marx, Daniel
PB - Association for Computing Machinery
T2 - 32nd Annual ACM-SIAM Symposium on Discrete Algorithms, SODA 2021
Y2 - 10 January 2021 through 13 January 2021
ER -