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Last update: SMIDOVAL (15.12.2012)
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Last update: Hanta Vladimír Ing. CSc. (01.07.2013)
Students will be able to:
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Last update: Hanta Vladimír Ing. CSc. (01.07.2013)
R: Venkataraman P.: Applied Optimization with MATLAB Programming. Wiley, New York 2002, 0-471-34958-5 R: Himmelblau, D. M.: Applied Nonlinear Programming. McGraw-Hill, New York 1972, 0-07-028921-2 A: Rao, S. S.: Engineering Optimization. Theory and Practice. Wiley, New York 1996, 0-471-55034-5 A: Goldberg, D.: Genetic Algorithms in Search, Optimization, and Machine Learning. Addison-Wesley, 1989, 0-201-15767-5 |
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Last update: Hanta Vladimír Ing. CSc. (01.07.2013)
http://moodle.vscht.cz/course/view.php?id=57 http://www.mathworks.com/products/optimization/ http://www.mathworks.com/products/global-optimization/ http://www.mathworks.com/matlabcentral/fileexchange/index?term=tag%3A%22optimization%22 |
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Last update: Hanta Vladimír Ing. CSc. (22.06.2009)
1. Optimization process, concepts and goals, general scheme and basic elements 2. Classical analytical theory of extremes, non-classical applications 3. Linear programming 4. Simplex method 5. Quadratic programming 6. Non-linear programming, one-dimensional and multidimensional seeking 7. Gradient and non-gradient methods 8. Optimization methods with equality and inequality constraints, multiple criteria decision making. 9. Optimization of multistage processes, dynamical programming, maximum principle 10. Variation calculus 11. Combinatorial optimization, graph optimization methods 12. Discrete optimization, branch and bound method 13. Stochastic optimization, simulated annealing method 14. Genetic algorithm, evolution algorithm, taboo search algorithms |
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Last update: Hanta Vladimír Ing. CSc. (01.07.2013)
Algorithms and Programming, Mathematics I |
Teaching methods | ||||
Activity | Credits | Hours | ||
Účast na přednáškách | 1 | 28 | ||
Práce na individuálním projektu | 2 | 56 | ||
Příprava na zkoušku a její absolvování | 1 | 28 | ||
Účast na seminářích | 1 | 28 | ||
5 / 5 | 140 / 140 |
Coursework assessment | |
Form | Significance |
Regular attendance | 20 |
Report from individual projects | 40 |
Examination test | 20 |
Oral examination | 20 |