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Optimization for Engineers (OptEngLec)
- Lecturer
- Dr. Johannes Hild, Akad. ORat
- Details
- Vorlesung mit Übung
Online/Präsenz 3 cred.h, ECTS studies, ECTS credits: 5, Sprache Englisch
Time and place: Mon 12:15 - 13:45, H16; Tue 14:15 - 15:45, H16; comments on time and place: See StudOn
- Fields of study
- WF MB-MA ab 1
PF CE-MA 1-2
WF AOT-GL ab 1
WF INF-MA ab 1
WF WING-MA ab 1
WF ME-MA ab 1
WF EEI-MA ab 1
WF ICT-MA ab 1
WPF MT-MA-BDV ab 1
- Prerequisites / Organisational information
- This course aims at students of the Faculty of Engineering of all disciplines and is suitable as an elective subject in the Bachelor's and Master's degree.
Requires contents of the lecture Mathematics for Engineers I, II and III. Especially:
Programming homeworks require basic knowledge in the implementation of algorithms and data structures in a development environment.
- Contents
- Introduction to continuous optimization problems and methods with and without constraints
Classification of problem types
Optimality conditions and termination criterions
Descent directions and line search methods
Convergence analysis
Unconstrained optimization
Constrained optimization
Outlook
Programming Homeworks
Get in touch with GNU Octave
Implementation of optimization algorithms
Algorithmic optimization of test problems
- Recommended literature
- Nocedal, Jorge and Wright, Stephen J.: Numerical Optimization. Springer Serie in Operations Research, 2006.
Kelley, C. T.: Iterative Methods for Optimization. Frontiers in Applied Mathematics 18, SIAM Philadelphia 1999;
Polak, E.: Optimization. Algorithms and Consistent Approximations.Applied Mathematical Sciences, Volume 124, Springer-Verlag New York, 1997.
Jarre, F.:Optimierung, Springer 2003;
Hamacher, H.W. and K. Klamroth, K.:Linear and Network Optimization: bilingual textbook. Vieweg 2000
- ECTS information:
- Title:
- Optimization for Engineers
- Credits: 5
- Additional information
- Keywords: optimierung optimization
Expected participants: 47
www: https://www.studon.fau.de/crs4332663_join.html
- Assigned lectures
- UE ([online]):Programming Discussion for Optimization for Engineers
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Lecturer: Dr. Johannes Hild, Akad. ORat
Zeit: ; comments on time and place: Online, same time slot as Optimization for Engineers www: https://www.studon.fau.de/crs4332663_join.html
- Verwendung in folgenden UnivIS-Modulen
- Startsemester SS 2022:
- Optimierung für Ingenieure (OptIngV)
- Optimierung für Ingenieure (mit Praktikum) (OptIngVP)
- Department: Controlling IngMath
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