Subject: Metaheuristic methods (17.DOM42Z )
Study programmes of the course:
| Type of studies | Title |
|---|---|
| Doctoral Academic Studies | Mathematics in Engineering (Year: 2, Semester: Winter) |
Gaining knowledge about modern heuristic methods in solving Combinatorial and Global optimization tasks.
The ability to recognize a problem which needs to be solved using heuristic methods. The ability to choose the right method for a particular problem. The ability of computer implementation of some metaheuristic problems.
Combinatorial and global optimization problems. Classic heuristics. Metaheuristics (simulated annealing, tabu search, environment change method, genetic algorithms, matheuristics). Examples of application. Travelling salesman problem, P- median problem, clustering problem, location problems.
Theoretical bases of the problems and their mathematical formulations are explained during lecture classes. Students independently work on the additional literature related to particular metaheuristic methods. Working with the course teacher, the students are prepared for independent work on writing a scientific paper.
| Authors | Title | Year | Publisher | Language |
|---|---|---|---|---|
| 2003 | English | |||
| 2005 | English | |||
| 2009 | English | |||
| 2001 | English |
| Course activity | Pre-examination | Obligations | Number of points |
|---|---|---|---|
| Theoretical part of the exam | No | Yes | 50.00 |
| Term paper | Yes | Yes | 50.00 |
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© 2024. Faculty of Technical Sciences.