lecture-6-convex-optimization-ii-stanford

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Interactive video lesson plan for: Lecture 6 | Convex Optimization II (Stanford)

Activity overview:

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.

This course introduces topics such as 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.

Complete Playlist for the Course:
http://www.youtube.com/view_play_list?p=3940DD956CDF0622

EE364B Course Website:
http://www.stanford.edu/class/ee364b/

Stanford University:
http://www.stanford.edu

Stanford University Channel on YouTube:
http://www.youtube.com/stanford

Tagged under: Math,Technology,Algebra,calculus,geometry,electrical,engineering,convex,optimization,subgradient,derivatives,basic,inequality,function,algorithms,method,cutting,plane,localization,bounds,stopping,criter

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