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Učilnica FRI 22/23
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Моментално користите гостински пристап (
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AAHPS
Дома
Календар
Analysis of Algorithms and Heuristic Problem Solving
Дома
Курсеви
Undergraduate Programs
University study Computer and Information Science
3rd year
Algorithms and System Utilities
AAHPS
Основно
Optimization packages in R
Optimization packages in R
Povezave na različne metode optimizacije v Rju
Click
http://cran.r-project.org/web/views/Optimization.html
link to open resource.
◄ Coursera: Analysis of algorithms
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Скокни...
Course description 2021/22
Announcements
Questions and discussions
Lecture slides for 2021/22
The videos of the 2020/21 lectures are available in MS Teams, UL FRI AAHPS team, use the code 71t44n9 for access.
Quiz 1
Quiz 2
Quiz 3
Quiz 4
Quiz 5
Sedgewick & Flajolet: An Introduction to the Analysis of Algorithms
Coursera: Analysis of algorithms
Use of optimization package
Interesting articles
Old exams
A sample of oral exam questions for 2020/21 exams.
Asymptotic Notation
Recurrence solving: Tree method and substitution
Assignment 1
Assignment 1
Recurrence solving 2: Masters, Akra-Bazzi, Annihilators
Usefull equations for Masters and Akra-Bazzi
Recurrence solving 2: Masters, Akra-Bazzi, Annihilators
Time complexity - external link
Usefull equations for Masters and Akra-Bazzi
Probabilistic analaysis
Amortized analysis
Assignment 2
Assignment 2
Approximation algorithms
Assignment 3
Assignment 3
Introduction to R
Linear programming
Linear programming solution
Quadratic programming
Quadratic programming solution
Optimization
Optimization solution
Tabu Search
Tabu solution
Metaheuristics
Assignment 4
Assignment 4
Assignment 5
Assignment 5
Link to the spreadsheet
Differential evolution
DE Basic Implementation
Description of DE in textbook Computational Intelligence - An Introduction
Das et al. (2016): Recent advances in differential evolution – An updated survey,
Exam 25.1.2018
Exam 9.2.2018
Use of optimization package ►