Recent Advances in Practical Data Reduction

Author:

Abu-Khzam Faisal N.,Lamm Sebastian,Mnich Matthias,Noe Alexander,Schulz Christian,Strash Darren

Abstract

AbstractOver 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.

Publisher

Springer Nature Switzerland

Cited by 4 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Serial and parallel kernelization of Multiple Hitting Set parameterized by the Dilworth number, implemented on the GPU;Journal of Computer and System Sciences;2024-02

2. Automatic generation of a hybrid algorithm for the maximum independent set problem using genetic programming;Applied Soft Computing;2023-09

3. Finding Near-Optimal Weight Independent Sets at Scale;Proceedings of the Genetic and Evolutionary Computation Conference;2023-07-12

4. Snakes and Ladders: A Treewidth Story;Graph-Theoretic Concepts in Computer Science;2023

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