Recent Advances in Practical Data Reduction
Data Structures and Algorithms
2021-01-01 v3 Computational Complexity
Abstract
Over the last two decades, significant advances have been made in the design and analysis of fixed-parameter algorithms for a wide variety of graph-theoretic problems. This has resulted in an algorithmic toolbox that is by now well-established. However, these theoretical algorithmic ideas have received very little attention from the practical perspective. We survey recent trends in data reduction engineering results for selected problems. Moreover, we describe concrete techniques that may be useful for future implementations in the area and give open problems and research questions.
Cite
@article{arxiv.2012.12594,
title = {Recent Advances in Practical Data Reduction},
author = {Faisal Abu-Khzam and Sebastian Lamm and Matthias Mnich and Alexander Noe and Christian Schulz and Darren Strash},
journal= {arXiv preprint arXiv:2012.12594},
year = {2021}
}