Convex optimization lectures

$49.99 In stockThis book provides a comprehensive, modern introduction to convex optimization, a field that is becoming increasingly important in applied mathematics, 

What are some examples of convex optimization?

Examples will be chosen to illustrate the breadth and power of convex optimization, ranging from systems and control theory, to estimation, data fitting, information theory, and machine learning

Where can I find a textbook for convex optimization?

The textbook is Convex Optimization by Boyd and Vandenberghe, available online

Additional optional resources that may prove useful include: J

Renegar, A Mathematical View of Interior Point Methods for Convex Optimization, 1998

Why should we study convex optimization problems in conic form?

The book's focus on well-structured convex problems in conic form allows for unified theoretical and algorithmical treatment of a wide spectrum of important optimization problems arising in applications


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