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442502 VO Solution Methods for Nonsmooth Optimization (2017S)
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Details
Language: English
Examination dates
Lecturers
Classes (iCal) - next class is marked with N
- Wednesday 01.03. 08:00 - 09:30 Seminarraum 7 Oskar-Morgenstern-Platz 1 2.Stock
- Tuesday 07.03. 08:00 - 09:30 Seminarraum 7 Oskar-Morgenstern-Platz 1 2.Stock
- Wednesday 08.03. 08:00 - 09:30 Seminarraum 7 Oskar-Morgenstern-Platz 1 2.Stock
- Tuesday 14.03. 08:00 - 09:30 Seminarraum 7 Oskar-Morgenstern-Platz 1 2.Stock
- Wednesday 15.03. 08:00 - 09:30 Seminarraum 7 Oskar-Morgenstern-Platz 1 2.Stock
- Tuesday 21.03. 08:00 - 09:30 Seminarraum 7 Oskar-Morgenstern-Platz 1 2.Stock
- Wednesday 22.03. 08:00 - 09:30 Seminarraum 7 Oskar-Morgenstern-Platz 1 2.Stock
- Tuesday 28.03. 08:00 - 09:30 Seminarraum 7 Oskar-Morgenstern-Platz 1 2.Stock
- Wednesday 29.03. 08:00 - 09:30 Seminarraum 7 Oskar-Morgenstern-Platz 1 2.Stock
- Tuesday 04.04. 08:00 - 09:30 Seminarraum 7 Oskar-Morgenstern-Platz 1 2.Stock
- Wednesday 05.04. 08:00 - 09:30 Seminarraum 7 Oskar-Morgenstern-Platz 1 2.Stock
- Tuesday 25.04. 08:00 - 09:30 Seminarraum 7 Oskar-Morgenstern-Platz 1 2.Stock
- Wednesday 26.04. 08:00 - 09:30 Seminarraum 7 Oskar-Morgenstern-Platz 1 2.Stock
- Tuesday 02.05. 08:00 - 09:30 Seminarraum 7 Oskar-Morgenstern-Platz 1 2.Stock
- Wednesday 03.05. 08:00 - 09:30 Seminarraum 7 Oskar-Morgenstern-Platz 1 2.Stock
- Tuesday 09.05. 08:00 - 09:30 Seminarraum 7 Oskar-Morgenstern-Platz 1 2.Stock
- Wednesday 10.05. 08:00 - 09:30 Seminarraum 7 Oskar-Morgenstern-Platz 1 2.Stock
- Tuesday 16.05. 08:00 - 09:30 Seminarraum 7 Oskar-Morgenstern-Platz 1 2.Stock
- Wednesday 17.05. 08:00 - 09:30 Seminarraum 7 Oskar-Morgenstern-Platz 1 2.Stock
- Tuesday 23.05. 08:00 - 09:30 Seminarraum 7 Oskar-Morgenstern-Platz 1 2.Stock
- Wednesday 24.05. 08:00 - 09:30 Seminarraum 7 Oskar-Morgenstern-Platz 1 2.Stock
- Tuesday 30.05. 08:00 - 09:30 Seminarraum 7 Oskar-Morgenstern-Platz 1 2.Stock
- Wednesday 31.05. 08:00 - 09:30 Seminarraum 7 Oskar-Morgenstern-Platz 1 2.Stock
- Wednesday 07.06. 08:00 - 09:30 Seminarraum 7 Oskar-Morgenstern-Platz 1 2.Stock
- Tuesday 13.06. 08:00 - 09:30 Seminarraum 7 Oskar-Morgenstern-Platz 1 2.Stock
- Wednesday 14.06. 08:00 - 09:30 Seminarraum 7 Oskar-Morgenstern-Platz 1 2.Stock
- Tuesday 20.06. 08:00 - 09:30 Seminarraum 7 Oskar-Morgenstern-Platz 1 2.Stock
- Wednesday 21.06. 08:00 - 09:30 Seminarraum 7 Oskar-Morgenstern-Platz 1 2.Stock
- Tuesday 27.06. 08:00 - 09:30 Seminarraum 7 Oskar-Morgenstern-Platz 1 2.Stock
- Wednesday 28.06. 08:00 - 09:30 Seminarraum 7 Oskar-Morgenstern-Platz 1 2.Stock
Information
Aims, contents and method of the course
In this lecture we will discuss theoretical fundamentals and implementation aspects related to numerical algorithms for solving nonsmooth convex and nonconvex optimization problems.
Assessment and permitted materials
Oral exam.
Minimum requirements and assessment criteria
Examination topics
Reading list
A. Bagirov, N. Karmitsa, M.M. Mäkelä - Introduction to Nonsmooth Optimization, Springer-Verlag Heidelberg, 2014
H.H. Bauschke, P.L. Combettes - Convex Analysis and Monotone Operator Theory in Hilbert Spaces, Springer-Verlag New York Dordrecht Heidelberg London, 2011
R.I. Boţ - Conjugate Duality in Convex Optimization, Lecture Notes in Economics and Mathematical Systems, Vol. 637, Springer-Verlag Berlin Heidelberg, 2010
J.-B. Hiriart-Urruty, C. Lemarechal - Convex Analysis and Minimization Algorithms. I. Fundamentals and II. Advanced Theory and Bundle Method, Springer-Verlag Berlin Heidelberg, 1993
M.M. Mäkelä, P. Neittaanmäki - Nonsmooth Optimization, World Scientific, Singapore, 1992
B. Mordukhovich - Variational Analysis and Generalized Differentiation, I. Basic Theory, II. Applications, Series of Comprehensive Studies in Mathematics, Vol. 330, Springer-Verlag Berlin Heidelberg, 2006
H.H. Bauschke, P.L. Combettes - Convex Analysis and Monotone Operator Theory in Hilbert Spaces, Springer-Verlag New York Dordrecht Heidelberg London, 2011
R.I. Boţ - Conjugate Duality in Convex Optimization, Lecture Notes in Economics and Mathematical Systems, Vol. 637, Springer-Verlag Berlin Heidelberg, 2010
J.-B. Hiriart-Urruty, C. Lemarechal - Convex Analysis and Minimization Algorithms. I. Fundamentals and II. Advanced Theory and Bundle Method, Springer-Verlag Berlin Heidelberg, 1993
M.M. Mäkelä, P. Neittaanmäki - Nonsmooth Optimization, World Scientific, Singapore, 1992
B. Mordukhovich - Variational Analysis and Generalized Differentiation, I. Basic Theory, II. Applications, Series of Comprehensive Studies in Mathematics, Vol. 330, Springer-Verlag Berlin Heidelberg, 2006
Association in the course directory
MAMV
Last modified: Mo 07.09.2020 15:47