Abstract
We investigate the approximability of the linear 3-cut problem in directed graphs. The input here is a directed graph D= (V, E) with node weights and three specified terminal nodes s, r, t∈ V, and the goal is to find a minimum weight subset of non-terminal nodes whose removal ensures that s cannot reach r and t, and r cannot reach t. The precise approximability of linear 3-cut has been wide open until now: the best known lower bound under the unique games conjecture (UGC) was 4 / 3, while the best known upper bound was 2 using a trivial algorithm. In this work we completely close this gap: we present a 2-approximation algorithm and show that this factor is tight under UGC. Our contributions are twofold: (1) we analyze a natural two-step deterministic rounding scheme through the lens of a single-step randomized rounding scheme with non-trivial distributions, and (2) we construct integrality gap instances that meet the upper bound of 2. Our gap instances can be viewed as a weighted graph sequence converging to a “graph limit structure”. We complement our results by showing connections between the linear 3-cut problem and other fundamental cut problems in directed graphs.
| Original language | English (US) |
|---|---|
| Pages (from-to) | 411-443 |
| Number of pages | 33 |
| Journal | Mathematical Programming |
| Volume | 184 |
| Issue number | 1-2 |
| Early online date | Jul 29 2019 |
| DOIs | |
| State | Published - Nov 1 2020 |
Keywords
- Approximation
- Directed multicut
- Linear cut
- Multicut
ASJC Scopus subject areas
- Software
- General Mathematics
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