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Nonsmooth Optimization

CIT4130020Elective Modules5 ECTSEnglishUnregelmäßigDepartment Mathematics
AI-edited module sheet. Based on the TUMonline module description, edited for readability.Original in TUMonline

What it is about

You will learn methods and concepts of nonsmooth optimization and how to apply them. The module conveys fundamentals of nonsmooth analysis, numerical procedures for minimization and for handling nonsmooth equations, as well as their convergence properties. At the end you will be able to select appropriate methods for concrete nonsmooth models and to assess their behavior theoretically.

What you will be able to do

  • Apply important methods of nonsmooth optimization
  • Understand central terms of nonsmooth analysis
  • Investigate convergence properties of the procedures
  • Model concrete problems using non-smoothness
  • Independent study of current developments in nonsmooth optimization

What the module consists of

  • LecturePresentation of content, demonstrative examples and discussion for introduction and deepening
  • Exercise sheetsBasis for independent study and deepening of lecture content
  • TutorialsDiscussion of the exercise sheets and development of solution approaches with a teaching assistant

Teaching method

  • LectureIn lectures, content is presented with examples and discussed with students to encourage independent engagement
  • Exercise sheetsServe for independent practice and deepening of the content
  • TutorialsDiscussion and joint development of solutions to the exercise problems
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Official page in TUMonline · Details are not binding.