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Stanford EE364a Lecture 4: Convex Optimization Problems — LP, QP, SOCP & SDP

Stephen BoydStanford University

Samsung Professor in the School of Engineering

1:13:38·2008·graduate level

Taxonomizes standard problem classes (Linear, Quadratic, Second-Order Cone, and Semidefinite Programs) and equivalent problem transformations.

EngineeringConvex OptimizationSignal Processing & RoboticsSOCPSemidefinite Programming

Professor Stephen Boyd, of the Stanford University Electrical Engineering department, continues his lecture on convex functions in electrical engineering for the course, Convex Optimization I (EE 364A).

Complete Playlist for the Course:

Previous · Lecture 3

Stanford EE364a Lecture 3: Convex Functions — First/Second-Order Conditions & Epigraphs

Next · Lecture 5

Stanford EE364a Lecture 5: The Lagrangian, Dual Function & Slater's Condition

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