Course unit, curriculum year 2023–2024
MATH.APP.720
Optimization Methods, 5 cr
Tampere University
- Description
- Completion options
Teaching periods
Active in period 2 (23.10.2023–31.12.2023)
Active in period 3 (1.1.2024–3.3.2024)
Course code
MATH.APP.720Language of instruction
EnglishAcademic years
2021–2022, 2022–2023, 2023–2024Level of study
Advanced studiesGrading scale
General scale, 0-5Persons responsible
Responsible teacher:
Henri HansenResponsible teacher:
Pasi RaumonenResponsible organisation
Faculty of Information Technology and Communication Sciences 100 %
Coordinating organisation
Computing Sciences Studies 100 %
Core content
- Linear optimization. Simplex and dual simplex algorithms. Nonlinear optimization. Newton's method, quasi-Newton methods, gradient and conjugate gradient methods.
Complementary knowledge
- Karush-Kuhn-Tucker conditions.
Specialist knowledge
- Algorithmic considerations for optimization algorithms such as ECP.
Learning outcomes
Prerequisites
Recommended prerequisites
Further information
Learning material
Kokonaisuudet, joihin opintojakso kuuluu
Completion option 1
Completion of all options is required.
Participation in teaching
23.10.2023 – 11.12.2023
Active in period 2 (23.10.2023–31.12.2023)