www-ai.cs.tu-dortmund.de/en/LEHRE/VORLESUNGEN/NOPT/SS14/index.html
TU Dortmund -- Computer Science VIII
and S. Wright, 2nd Ed, Springer, 2006
Introductory Lectures on Convex Optimization, Y. Nesterov, Springer, 2004
Nonlinear Programming, D. P. Bertsekas, 2nd Ed., Athena Scientific, 2003 (2nd printing)
Convex [...] don't hesitate to contact Dr. Lee.
(07.04) Lecture 1: Introduction (+Syllabus) [ pdf ]
(09.04) Lecture 2: Elements of Analysis and Topology [ pdf ] (figure updated 29.04)
> A demo: image denoising/deblurring [...] [ pdf ] (updated 19.05)
(19.05) Lecture 8: Line search with steepest descent and Newton directions (2) (continuing lecture-07.pdf)
(21.05) Lecture 9: Global convergence of line search / convergence rate …