[PDF][PDF] Recent Advances in Practical Data Reduction.

FN Abu-Khzam, S Lamm, M Mnich, A Noe… - Algorithms for Big …, 2022 - library.oapen.org
Over the last two decades, significant advances have been made in the design and analysis
of fixed-parameter algorithms for a wide variety of graphtheoretic problems. This has …

Branch-and-reduce exponential/FPT algorithms in practice: A case study of vertex cover

T Akiba, Y Iwata - Theoretical Computer Science, 2016 - Elsevier
We investigate the gap between theory and practice for exact branching algorithms. In
theory, branch-and-reduce algorithms currently have the best time complexity for numerous …

Finding near-optimal independent sets at scale

S Lamm, P Sanders, C Schulz, D Strash… - 2016 Proceedings of the …, 2016 - SIAM
The independent set problem is NP-hard and particularly difficult to solve in large sparse
graphs, which typically take exponential time to solve exactly using the best-known exact …

Exactly solving the maximum weight independent set problem on large real-world graphs

S Lamm, C Schulz, D Strash, R Williger… - 2019 proceedings of the …, 2019 - SIAM
One powerful technique to solve NP-hard optimization problems in practice is branch-and-
reduce search—which is branch-and-bound that intermixes branching with reductions to …

WeGotYouCovered: The Winning Solver from the PACE 2019 Challenge, Vertex Cover Track∗

D Hespe, S Lamm, C Schulz, D Strash - 2020 proceedings of the SIAM …, 2020 - SIAM
We present the winning solver of the Parameterized Algorithms and Computational
Experiments (PACE) 2019 Challenge, Vertex Cover Track. The minimum vertex cover …

Parameterized complexity and approximability of directed odd cycle transversal

D Lokshtanov, MS Ramanujan, S Saurab… - Proceedings of the …, 2020 - SIAM
A directed odd cycle transversal of a directed graph (digraph) D is a vertex set S that
intersects every odd directed cycle of D. In the Directed Odd Cycle Transversal (DOCT) …

Half-integrality, LP-branching, and FPT algorithms

Y Iwata, M Wahlstrom, Y Yoshida - SIAM Journal on Computing, 2016 - SIAM
A recent trend in parameterized algorithms is the application of polytope tools to fixed-
parameter tractable (FPT) algorithms eg, Cygan et al., FOCS 2011, 52nd Annual Symposium …

Scalable kernelization for maximum independent sets

D Hespe, C Schulz, D Strash - Journal of Experimental Algorithmics (JEA …, 2019 - dl.acm.org
The most efficient algorithms for finding maximum independent sets in both theory and
practice use reduction rules to obtain a much smaller problem instance called a kernel. The …

Why is maximum clique often easy in practice?

JL Walteros, A Buchanan - Operations Research, 2020 - pubsonline.informs.org
To this day, the maximum clique problem remains a computationally challenging problem.
Indeed, despite researchers' best efforts, there exist unsolved benchmark instances with …

Data reduction for maximum matching on real-world graphs: Theory and experiments

T Koana, V Korenwein, A Nichterlein… - Journal of Experimental …, 2021 - dl.acm.org
Finding a maximum-cardinality or maximum-weight matching in (edge-weighted) undirected
graphs is among the most prominent problems of algorithmic graph theory. For n-vertex and …