courses:2023:cs514 [Homepage]

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======CS514: Design and Analysis of Algorithms======
This course will provide a basic understanding of problem solving strategies using computers. The course will focus mostly on the theoretical side. 

=====Class timings=====
  * Monday - 1600-1700
  * Tuesday - 1700-1800
  * Friday - 1500-1600 


=====TAs=====
  * 

=====Syllabus=====
This is a 3-0-0-6 (L-T-P-C) course.

Data structures: linked list, stack, queue, tree, balanced tree, graph; Complexity analysis: Big O, omega, theta notation, solving recurrence relation, master theorem

Sorting and searching: Quick sort, merge sort, heap sort; Sorting in linear time; Ordered statistics;

Problem solving strategies: recursion, dynamic programming, branch and bound, backtracking, greedy, divide conquer,

Graph algorithms: BFS, DFS, Shortest path, MST, Network flow; 

NP-completeness Advanced topics: string matching, FFT-DFT, basics of approximation and randomized algorithms;


=====Books=====
  * Thomas H Cormen, Charles E Lieserson, Ronald L Rivest and Clifford Stein, Introduction to Algorithms, Third Edition, MIT Press/McGraw-Hill
  * Sanjoy Dasgupta, Christos H. Papadimitriou and Umesh V. Vazirani, Algorithms, Tata McGraw-Hill, 2008.
  * Steven Skiena, The Algorithm Design Manual, Springer
  * Jon Kleinberg and Éva Tardos, Algorithm Design, Pearson, 2005.
  * Robert Sedgewick and Kevin Wayne, Algorithms, fourth edition, Addison Wesley, 2011.
  * Udi Manber, Algorithms – A Creative Approach, Addison-Wesley, Reading, MA, 1989.
  * Jeff Erickson, Algorithms, [[https://jeffe.cs.illinois.edu/teaching/algorithms/|Link]]
  

=====Slides=====

^  Topics  ^  Slides  ^  Annotated Slides  ^
|  Introduction  |  {{ :courses:2023:cs514:cs514_01_intro.pdf |pdf}}  |  NA  | 
|  Tutorial-1  |  {{ :courses:2023:cs514:cs514_tut_graphs_01.pdf |pdf}}  |  NA  |
|  Tutorial-2  |  {{ :courses:2023:cs514:cs514_tut_graphs_02.pdf |pdf}}  |  NA  |