Course MV-LTM-86009-K-7
Engineering Optimization (2V, 3.0 LP)
Course Type
SWS | Type | Course Form | CP (Effort) | Presence-Time / Self-Study | |
---|---|---|---|---|---|
2 | V | Lecture | 3.0 CP | 28 h | 62 h |
(2V) | 3.0 CP | 28 h | 62 h |
Basedata
Contents
The basic concepts and fundamental quantities of mathematical optimization are presented, in which a focus is put on aspects which are of foremost importance for structural optimization problems. As part of an introduction, basic knowledge of mathematical terms and aspects of optimization is imparted. Afterwards optimization problems without constraints as well as problems with constraints are considered. Based on this, alternative formulations of an optimization problem (so-called Lagrange duality) are presented with the help of Lagrange functions. Subsequently approximation methods, optimality criteria methods and multi-criteria optimization are considered. Finally, outlooks on other areas such as shape optimization and topology optimization are given.
Competencies / intended learning achievements
- Students are familiar with basic concepts and fundamental quantities of mathematical optimization
- Students are able to explain different optimization strategies
- Students are able to compare and rate different optimization strategies
- Students are able to formulate (primal and dual) optimization problems
- Students are able to implement and use numerical optimization techniques
Literature
- Harzheimer, L.: Strukturoptimierung - Grundlagen und Anwendungen, Verlag Harri Deutsch 2008
- Spellucci, P.: Numerische Verfahren der nichtlinearen Optimierung, Birkhäuser Verlag 1993
- Reinhard, R.; Hoffmann, A.; Gerlach T.: Nichtlineare Optimierung, Springer Verlag 2013
- Schumacher, A.: Optimierung mechanischer Strukturen - Grundlagen und industrielle Anwendungen, Springer-Verlag 2005
Materials
Blackboard/overhead, beamer, slides, help sheets, Matlab
Requirements for attendance (informal)
Applied Mechanics and Mathematics
Requirements for attendance (formal)
None
References to Course [MV-LTM-86009-K-7]
Module | Name | Context | |
---|---|---|---|
[MV-TM-M135-M-7] | Engineering Optimization | P: Obligatory | 2V, 3.0 LP |
[PHY-SP-4-M-7] | Schwerpunktmodul Technische Mechanik | P: Obligatory | 2V, 3.0 LP |
Notes on the module handbook of the department Mechanical and Process Engineering
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