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 Course description 2024/25 |
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 Lecture slides for 2024/25 (updated continuously) |
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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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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| 25 февраля - 3 марта |
Asymptotic Notation |
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Assignment 1 |
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| 4 марта - 10 марта |
Recurrence solving: Tree method and substitution |
Exercises for tree method and substitution. |
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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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| 11 марта - 17 марта |
Recurrence solving 2: Masters, Akra-Bazzi, Annihilators |
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Usefull equations for Masters and Akra-Bazzi |
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| 18 марта - 24 марта |
Probabilistic analaysis |
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Assignment 2 |
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| 25 марта - 31 марта |
Amortized analysis |
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| 1 апреля - 7 апреля |
Approximation algorithms |
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| 8 апреля - 14 апреля |
Assignment 3 |
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 Linear programming |
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| 22 апреля - 28 апреля |
Quadratic programming |
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Simulated annealing - Rastrigin |
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Simulated Annealing - TSP |
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Simulated Anneling - 0 - 1 knapsack |
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| 6 мая - 12 мая |
Local search |
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Guided local search |
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Variable neighborhood search |
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Assignment 4 |
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4th Assignment Demo |
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Assignment 5 |
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Link to the results spreadsheet |
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 Example of .txt submisson file with coordinates |
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5th Assignment Demo |
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