斯坦纳树的内涵、冲突与约简

Implications, conflicts, and reductions for Steiner trees

Mathematical Programming · 2021
被引 22
ABS 4

中文导读

本文针对图上的斯坦纳树问题,结合内涵、冲突与约简三种概念,提出了多种新的精确求解技术,并集成到分支切割框架中,在大量基准实例上超越了当前最优求解器,首次解决了一些实例。

Abstract

Abstract The Steiner tree problem in graphs (SPG) is one of the most studied problems in combinatorial optimization. In the past 10 years, there have been significant advances concerning approximation and complexity of the SPG. However, the state of the art in (practical) exact solution of the SPG has remained largely unchallenged for almost 20 years. While the DIMACS Challenge 2014 and the PACE Challenge 2018 brought renewed interest into Steiner tree problems, even the best new SPG solvers cannot match the state of the art on the vast majority of benchmark instances. The following article seeks to advance exact SPG solution once again. The article is based on a combination of three concepts: Implications, conflicts, and reductions. As a result, various new SPG techniques are conceived. Notably, several of the resulting techniques are (provably) stronger than well-known methods from the literature that are used in exact SPG algorithms. Finally, by integrating the new methods into a branch-and-cut framework, we obtain an exact SPG solver that is not only competitive with, but even outperforms the current state of the art on an extensive collection of benchmark sets. Furthermore, we can solve several instances for the first time to optimality.

组合优化图论算法设计精确求解