Optimization Methods 510-IS1-3MO
Course profile: general
Form of study: full-time
Course type: optional
Field and discipline of science: natural sciences, computer science
Year/semester of study: 3 / 5
Prerequisites (sequential system of courses and exams): none
Lecture: 15 Laboratory classes: 30
Teaching methods: lectures, laboratory exercises, individual consultations
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 assessment: 10h
Assessment duration: 2h
Individual consultation with the teacher: 5h
Student workload:
With direct interaction with the teacher: 52h, 2 ECTS
Without direct interaction with the teacher: 53h, 2 ECTS
Type of course
obligatory courses
Mode
Prerequisites (description)
Course coordinators
Learning outcomes
Knowledge:
1. The student knows basic definitions of optimization methods. KP6_WG1.
2. The student knows and understands the methods of non-linear optimization with and without limitations. KP6_WG1.
3. The student knows and understands the methods of linear optimization. KP6_WG1.
Skills:
4. The student can use chosen iterative methods for searching for the goal function extreme. KP6_UW2.
5. The student can use proper methods for linear optimization and for non-linear optimization with and without limitations. KP6_UW2.
6. The student can implement known algorithms of optimization methods. KP6_UW2
7. Creative solves optimization problems. KP6_KO1
Assessment criteria
General form of assessment: written test
Bibliography
Obligatory literature:
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: