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Fast Flow Algorithms via Cut-Approximators

Talkat Fast Algorithms via Spectral Methods 2014 · 2014-12-01..12-05
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Claims a nearly-linear M^{1+o(1)} randomized algorithm for approximate undirected max‑flow by reducing flow construction to checking a compact cut-approximator; gives an iterative subroutine almost route that either returns a violating cut or a flow meeting capacities whose residual is small on every approximator cut. Recursing with capacities scaled by ε routes the remainder. Key tools: Madry‑style N^{1+o(1)} cut families, ~α^2/ε^2 · log M iterations, per‑iteration linear work plus cut checks, greedy per‑edge pushes and a prices/gradient (multiplicative‑weights) update.

AI-written summary · about

  1. 0:00Problem definition
  2. 3:02Historical context
  3. 5:26Algorithmic framework
  4. 7:57Cut approximators
  5. 10:45The almost route subroutine
  6. 14:42Recursion details
  7. 20:42Examples of cut families
  8. 28:15Lagrangian relaxation
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