Transcription of AdditionalExercisesfor ConvexOptimization
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Additional Exercises for Convex Optimization Stephen Boyd Lieven Vandenberghe January 11, 2022. This is a collection of additional exercises, meant to supplement those found in the book Convex Optimization, by Stephen Boyd and Lieven Vandenberghe. These exercises were used in several courses on convex optimization, EE364a (Stanford), EE236b (UCLA), or (MIT), usually for homework, but sometimes as exam questions. Some of the exercises were originally written for the book, but were removed at some point. Many of them include a computational component using one of the software packages for convex optimization: CVXPY (Python), (Julia), CVX (Matlab), or CVXR (R). We refer to these collectively as CVX*. (Some problems have not yet been updated for all languages.) The files required for these exercises can be found at the book web site ~boyd/cvxbook/.
11 Interior-point methods 138 12 Mathematical background 148 13 Numerical linear algebra 150 14 Circuit design 151 15 Signal processing and communications 159 16 Control and trajectory optimization 171 17 Finance 182 18 Mechanical and aerospace engineering 206 19 Graphs and networks 219 20 Energy and power 227 21 Miscellaneous applications 241 2.
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