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 Course description 2023/24 |
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 Lecture slides for 2023/24 |
Slides are no substitution for lectures and textbooks. They mostly contain just keywords. Use them as a reminder of what to study.
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 Sedgewick & Flajolet: An Introduction to the Analysis of Algorithms |
Besedilo učbenika. Prva tri poglavja so dodatno, neobvezno gradivo za ta predmet. |
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Optimization packages in R |
Povezave na različne metode optimizacije v Rju |
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Use of optimization package |
Primer uporabe paketa rgba |
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Interesting articles |
Zanimive vsebine povezane s predmetom, |
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Old exams |
Nekaj primerkov starih izpitov in kolokvijev. |
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A sample of oral exam questions for 2020/21 exams. |
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Analysis of algorithms - script |
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| 4. marec - 10. marec |
Asymptotic Notation |
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Assignment 1 |
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| 11. marec - 17. marec |
Recurrence solving: Tree method and substitution |
Exercises for tree method and substitution. |
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| 18. marec - 24. marec |
Recurrence solving 2: Masters, Akra-Bazzi, Annihilators |
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Usefull equations for Masters and Akra-Bazzi |
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 Time complexity - external link |
A link to external resource with time complexity analysis. It has a good chapter on using annihilators.
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| 25. marec - 31. marec |
Probabilistic analaysis |
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| 8. april - 14. april |
Amortized analysis |
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Assignment 2 |
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Assignment 3 |
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| 15. april - 21. april |
Approximation algorithms |
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Simulated annealing |
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| 22. april - 28. april |
Linear programming |
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| 29. april - 5. maj |
Quad optimization |
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Simulirano ohlajanje |
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Assignment 4 |
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Example code |
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Assignment 5 |
Please choose the partner you will work with by 19.5.2024 and write the names of both participant in Google Spreadsheet.
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Spreadsheet with team names and results |
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An example of solutions for random search |
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Example code |
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| 6. maj - 12. maj |
Local search |
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Variable neighborhood search |
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Guided local search |
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| 13. maj - 19. maj |
Genetic algorithm |
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| 20. maj - 26. maj |
Differential Evolution (Basic implementation) |
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Exam 25.1.2018 |
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Exam 9.2.2018 |
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