Analytic Center Cutting-Plane Methods 
Analytic Center Cutting-Plane Methods
by Stanford / Stephen P. Boyd
Video Lecture 6 of 20
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Views: 1,438
Date Added: March 29, 2009

Lecture Description

Lecture by Professor Stephen Boyd for Convex Optimization II (EE 364B) in the Stanford Electrical Engineering department. Professor Boyd lectures on the localization and cutting-plane methods and then moves into the Analytic center cutting-plane methods.

Course Index

Course Description


Continuation of 364a. Subgradient, cutting-plane, and ellipsoid methods. Decentralized convex optimization via primal and dual decomposition. Alternating projections. Exploiting problem structure in implementation. Convex relaxations of hard problems, and global optimization via branch & bound. Robust optimization. Selected applications in areas such as control, circuit design, signal processing, and communications. Course requirements include a substantial project.



Tags: Math, Math Calculus

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