Abstract
We give an algorithm for computing exact maximum flows on graphs with m edges and integer capacities in the range [1, U] in O(m^1.497 polylog(m) log(U)) time. For sparse graphs with polynomially bounded integer capacities, this is the first improvement over the O(m^1.5 polylog(m) log(U)) time bound from [Goldberg-Rao JACM '98].
Our algorithm revolves around dynamically maintaining the augmenting electrical flows at the core of the interior point method based algorithm from [Mądry JACM '16]. This entails designing data structures that, in limited settings, return edges with large electric energy in a graph undergoing resistance updates.
Joint work with Yang P. Liu and Richard Peng. https://arxiv.org/abs/2101.07233
Time
2024年4月6日 15:00--16:00
Speaker
Yu Gao is a PhD student from the Algorithms, Combinatorics and Optimization program of Georgia Institute of Technology.
Room
信息学院602室
