Introduction (quiz)
Convex sets (quiz)
Convex functions (quiz)
Convex optimization problems (quiz)
Duality (quiz)
Approximation and fitting (quiz)
Statistical estimation (quiz)
Geometric problems (quiz)
Numerical linear algebra background (quiz)
Unconstrained minimization (quiz)
Equality constrained minimization
Interiorpoint methods
Conclusions
Lecture slides in one file.
Additional lecture slides:
Convex optimization examples
Stochastic programming
Chance constrained optimization
Filter design and equalization
Disciplined convex programming and CVX (CVX demo video)
Two lectures from EE364b:
methods for convexcardinality problems
methods for convexcardinality problems, part II
