Understanding Advanced Algorithms Fall 2015 Lecture 24

Let's dive into the details surrounding Advanced Algorithms Fall 2015 Lecture 24. Data streaming

Key Takeaways about Advanced Algorithms Fall 2015 Lecture 24

  • Scaling for max flow, blocking flow.
  • Approximation
  • Simplex wrap-up, strong duality, complementary slackness, ellipsoid, intro to interior point.
  • Symmetrization, hashing: linear probing (5-wise indep.), bloom filters, cuckoo hashing, bloomier filters.
  • FPTAS (knapsack), FPRAS (DNF counting), semidefinite programming, Goemans-Williamson MAXCUT

Detailed Analysis of Advanced Algorithms Fall 2015 Lecture 24

linear programming: standard form, vertices, bases, simplex. More efficient exponential-time Linear programming via multiplicative weights, flows, augmenting paths.

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