7 - Constrained Optimization
Completion requirements
Algorithms for constrained optimization. Primal approaches: active-set (for QPs), three different versions of projection approaches, the Frank-Wolfe approach and a glimpse to its extensions. The dual approach. The Newton's method of constrained optimization: the primal-dual interior-point method. Conclusions on the course.
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