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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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| 3월4일 - 3월10일 |
Asymptotic Notation |
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Assignment 1 |
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| 3월11일 - 3월17일 |
Recurrence solving: Tree method and substitution |
Exercises for tree method and substitution. |
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| 3월18일 - 3월24일 |
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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| 3월25일 - 3월31일 |
Probabilistic analaysis |
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| 4월8일 - 4월14일 |
Amortized analysis |
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Assignment 2 |
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Assignment 3 |
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| 4월15일 - 4월21일 |
Approximation algorithms |
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Simulated annealing |
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| 4월22일 - 4월28일 |
Linear programming |
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| 4월29일 - 5월5일 |
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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| 5월6일 - 5월12일 |
Local search |
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Variable neighborhood search |
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Guided local search |
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| 5월13일 - 5월19일 |
Genetic algorithm |
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| 5월20일 - 5월26일 |
Differential Evolution (Basic implementation) |
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Exam 25.1.2018 |
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Exam 9.2.2018 |
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