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Approximating k-Edge-Connected Spanning Subgraphs via a Near-Linear Time LP Solver

Talkat Optimization and Algorithm Design 2023 · 2023-11-27..12-01
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Presents a 1+ε fractional LP solver for kECSS that runs in near-linear time Õ(m/ε²) and converts to a (2+ε)-approximation for integral k-edge-connected spanning subgraphs in Õ(m/ε² + k² n^{1.5}/ε²) time, improving over O(m n k) and O(n²) prior algorithms. Key technical steps: handle the LP’s box constraints via knapsack-cover strengthening, reduce the resulting normalized free cut MinRow oracle to polylog many standard mincuts, and maintain these under multiplicative-weight updates.

AI-written summary · about

  1. 0:00Introduction
  2. 3:13LP formulation
  3. 6:28Multiplicative weight update
  4. 8:57MinRow problem
  5. 10:02Box constraints in LP
  6. 14:45Free cut problem
  7. 18:52Reduction to mincut
  8. 27:45Algorithm details
  9. 31:23Dynamic mincut reduction
  10. 36:53Conclusion
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