Introduction to Advanced Algorithms Compsci 224 Lecture 15
Let's dive into the details surrounding Advanced Algorithms Compsci 224 Lecture 15. linear programming: standard form, vertices, bases, simplex.
Advanced Algorithms Compsci 224 Lecture 15 Comprehensive Overview
Online second order methods (Newton's method), path-following interior point wrap-up. Learning from experts, multiplicative weights.
Preferred path decomposition, link-cut trees.
Summary & Highlights for Advanced Algorithms Compsci 224 Lecture 15
- Scaling for max flow, blocking flow.
- 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.
- Path-following interior point, first order methods (gradient descent).
- Online primal/dual: e/(e-1) ski rental, set cover; approximation
That wraps up our extensive overview of Advanced Algorithms Compsci 224 Lecture 15.