Determinisstic Methods of Optimization
| Title | ΠΡΟΣΔΙΟΡΙΣΤΙΚΕΣ ΜΕΘΟΔΟΙ ΒΕΛΤΙΣΤΟΠΟΙΗΣΗΣ / Determinisstic Methods of Optimization |
| Code | 0533 |
| Faculty | Sciences |
| School | Mathematics |
| Cycle / Level | 1st / Undergraduate |
| Teaching Period | Spring |
| Coordinator | Georgios Tsaklidis |
| Common | No |
| Status | Active |
| Course ID | 40000367 |
Programme of Study: UPS of School of Mathematics (2014-today)
Registered students: 107
| Orientation | Attendance Type | Semester | Year | ECTS |
|---|---|---|---|---|
| Core | Elective Courses belonging to the selected specialization | Spring | - | 5.5 |
| Academic Year | 2023 – 2024 |
| Class Period | Spring |
| Faculty Instructors | |
| Weekly Hours | 3 |
| Class ID | 600230609
|
Mode of Delivery
- Face to face
Digital Course Content
- e-Study Guide https://qa.auth.gr/en/class/1/600230609
Erasmus
The course is also offered to exchange programme students.
Language of Instruction
- Greek (Instruction, Examination)
Prerequisites
Required Courses
- 0201 Calculus I
- 0202 Calculus II
General Competences
- Apply knowledge in practice
- Retrieve, analyse and synthesise data and information, with the use of necessary technologies
- Adapt to new situations
- Make decisions
- Work autonomously
Course Content (Syllabus)
Introduction, Rate of convergence of an optimization method, Optimization methods for problems with univariate objective functions (methods: Cauchy, Newton, improved Newton, golden sections, inrerpolation of second degree), Optimization methods for problems with multidimensional objective functions (methods: Newton, improved Newton, conjugate directions, Fletcher-Reeves)
Keywords
nonlinear optimization
Educational Material Types
- Book
Course Organization
| Activities | Workload | ECTS | Individual | Teamwork | Erasmus |
|---|---|---|---|---|---|
| Lectures | 39 | 1.3 | |||
| Reading Assigment | 123 | 4.1 | |||
| Exams | 3 | 0.1 | |||
| Total | 165 | 5.5 |
Student Assessment
Student Assessment methods
- Written Exam with Short Answer Questions (Formative, Summative)
- Written Exam with Problem Solving (Formative, Summative)
Bibliography
Course Bibliography (Eudoxus)
- Μη Γραμμικές Μέθοδοι Βελτιστοποίησης, Α. Γεωργίου, Π.-Χ. Γ. Βασιλείου, Ζήτη, 1993.
Additional bibliography for study
Applied Nonlinear Programming (Sharma, 2006)
Nonlinear Programming (McCormick, 1983)
Applied Nonlinear Programming (Himmelblau, 1972)
Last Update
15-03-2020
