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R.T. Chien Lecture: "Convex Optimization"

Event Type
Reception/Open House
Sponsor
Coordinated Science Lab
Location
CSL Auditorium (B02)
Date
Oct 13, 2017   3:00 pm  
Speaker
Stephen P. Boyd, Samsung Professor of Engineering, Stanford University
Views
384
Originating Calendar
CSL General Event Calendar

Convex optimization has emerged as useful tool for applications that include data analysis and model fitting, resource allocation, engineering design, network design and optimization, finance, and control and signal processing. After an overview of the mathematics, algorithms, and software  frameworks for convex optimization, we turn to common themes that arise across applications, such as sparsity and relaxation.
We describe recent work on real-time embedded convex optimization, in which small problems are solved repeatedly in millisecond or microsecond time frames,  and large-scale distributed convex optimization, in which many solvers are coordinated to solve enormous problems.

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