TIE-20106 Data Structures and Algorithms, 5 cr


Matti Rintala


Toteutuskerta Periodi Vastuuhenkilö Suoritusvaatimukset
TIE-20106 2018-01 3 - 4 Matti Rintala
The course grade is formed from points, which are earned from weekly excercises, lectures, lecture essays, online visualization assignments, and programming assignments. A minimum number of points have to be earned from each part. In addition to this, students have to pass the exam.


After completing the course, the student knows the commonly used algorithm design techniques. The student can implement basic data structures independently, and knows how to apply related algorithms to them. The student is able to analyze the asymptotic complexity of simple programs and knows how to use library implementations to build more complex data structures.


Sisältö Ydinsisältö Täydentävä tietämys Erityistietämys
1. Asymptotic efficiency and complexity notations.   Understanding the logarithmic complexity of divide and conquer algorithms   More advanced complexity analysis 
2. Sorting algorithms. The difference between quadratic and O(NlogN) sorting.  Different algorithms   
3. Lists, hash tables and the binary search tree  Red-Black tree  similar data structures not as widely used 
4. Programming languages' library implementations. Choosing the best alternative. Using the suitable data structure.     
5. Graphs. The basic idea of graph algorithms.  Breadth first search, depth first search, Dijkstra's algorithm.  Other graph algorithms: Prim and Kruskal and A*. 
6. Algorithm design techniques: brute force, divide and conquer, transform and concuer, randomization  Greed  Dynamic programming 


Tyyppi Nimi Tekijä ISBN URL Lisätiedot Tenttimateriaali
Book   Introduction to Algorithms   Cormen, Leiserson, Rivest, Stein   9780262033848       No   
Book   Introduction to the Desing & Analysis of Algorithms. 2nd ed.   Anany Levitin   0321358287       No   
Lecture slides   Utilization of Data Structures           Yes   


Opintojakso P/S Selite
TIE-02207 Programming 2: Basics Mandatory    
TIE-02408 Programming 3: Techniques Advisable    

Tietoa esitietovaatimuksista
Students are expected to be programming literate. Programming knowledge on C++ is required (level of knowledge should be comparable to course Basic course on Programming).


Opintojakso Vastaa opintojaksoa  Selite 
TIE-20106 Data Structures and Algorithms, 5 cr TIE-20100 Data Structures and Algorithms, 5 cr  
TIE-20106 Data Structures and Algorithms, 5 cr OHJ-2016 Utilization of Data Structures, 5 cr  

Päivittäjä: Rintala Matti, 28.03.2018