Optimization Methods 0600-IS1-3MO
Course profile: general
Form of study: full-time
Course type: optional
Year/semester of study: 3 / 5
Prerequisites (sequential system of courses and exams): none
Lecture: 15 Laboratory classes: 30
Teaching methods: lectures, laboratory exercises
ECTS credits: 4
Balance of student workload:
Class attendance:
- lecture 15h
- laboratory classes 30h
Literature study: 15h
Reports, homeworks: 20h
Preparation for the test: 8h
Preparation for the exam: 10h
Exam duration: 1h
Individual consultation with the teacher: 5h
Student workload:
Direct interaction with the teacher: 65,2 ECTS
Practical exercises: 45,2 ECTS
Type of course
Mode
Prerequisites (description)
Learning outcomes
Learning outcomes:
1. The student knows: the concept of optimization, goal function term, differences between linear and non-linear optimization and optimization with and without limitations. K_W01, K_W06, K_W07.
2. The student can name and disscuse the methods of non-linear optimization. K_W01, K_W06.
3. The student can name and discuse the methods of linear optimization. K_W01, K_W06.
4. The student can use chosen iterative methods for searching of goal function extreme. K_U02, K_U05, K_U09, K_U26.
5. The student can use proper methods for non-linear optimization with and without limitations. K_U02, K_U05, K_U08, K_U09, K_U26.
6. The student can implement the prgrams of known methods of optimization methods and can present and discuse its work. K_U05, K_U08, K_U09, K_U26.
7. Creative solves optimization problems. K_K05
Assessment criteria
General form of assessment: written test
Bibliography
P. R. Adby, M. A. H. Dempster: Introduction to Optimization Methods, Springer, Dordrecht, 1974 (https://link.springer.com/book/10.1007%2F978-94-009-5705-3)
G. Hurlbert: Linear Optimization. The Simplex Workbook, Springer, New York 2010 (https://link.springer.com/book/10.1007%2F978-0-387-79148-7)
Additional information
Additional information (registration calendar, class conductors, localization and schedules of classes), might be available in the USOSweb system: