Fundamental Algorithms - Winter 13: Difference between revisions

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; Sorting - InsertSort, MergeSort, QuickSort (Oct 28, Nov 4, Nov 11)
; Sorting - InsertSort, MergeSort, QuickSort (Oct 28, Nov 4, Nov 11)
: [http://www5.in.tum.de/lehre/vorlesungen/fundalg/WS13/fundalg02.pdf slides] (with corrected proof for InsertionSort)
: [http://www5.in.tum.de/lehre/vorlesungen/fundalg/WS13/fundalg02.pdf slides] (with corrected proof for InsertionSort)
; Recurrences (Nov 11)
: [http://www5.in.tum.de/lehre/vorlesungen/fundalg/WS13/fundalg02b.pdf slides]
<!--
<!--
; Recurrences (Nov 22, Nov 29)
: [http://www5.in.tum.de/lehre/vorlesungen/fundalg/WS11/fundalg02b.pdf slides]
; More Sorting (Nov 29)
; More Sorting (Nov 29)
: [http://www5.in.tum.de/lehre/vorlesungen/fundalg/WS11/fundalg03.pdf slides]  
: [http://www5.in.tum.de/lehre/vorlesungen/fundalg/WS11/fundalg03.pdf slides]  

Revision as of 13:42, 8 November 2013

Term
Winter 13
Lecturer
Prof. Dr. Michael Bader
Time and Place
Mon 8.30-10.00, lecture hall MI HS 3 (first lecture on Oct 21, 8.30)
Audience
Computational Science and Engineering; Biomedical Computing (elective)
Tutorials
---
Exam
written exam at end of semester
Semesterwochenstunden / ECTS Credits
2 SWS (2V) / 3 ECTS
TUMonline
https://campus.tum.de/tumonline/lv.detail?clvnr=950121698 (lecture),
https://campus.tum.de/tumonline/wbStpModHB.detailPage?&pKnotenNr=458187 (module description)



Contents

The course will provide an overview on the analysis of fundamental algorithms. Topics will be:

  • Fundamentals: Models of Computation, Complexity Measures
  • Sorting: Bubble-Sort, Merge-Sort, Quick-Sort, Median-Algorithms, Lower Bounds, etc.: sorting in parallel
  • Searching: Hashing, Search Tress, etc.
  • Arithmetic Problems: parallel prefix computation, parallel matrix and vector operations
  • Foundations of parallel algorithms and simple models of parallel computation
  • Algorithms on (weighted) graphs: traversals, shortest paths, etc.

Announcements

  • in the slot on Dec 23, we will do a short (40min) test exam, with discussion of solutions afterwards;
    participation is entirely optional (questions and solutions will be made available towards the end of the Christmas holidays)
  • the lectures will start on Monday, Oct 21 (no lecture on Oct 14, due to semester opening)

Lecture Notes and Material

will be made available here throughout the lecture ...

Lecture Slides

Introduction - Algorithms, Fibonacci example, Asymptotics (Oct 21, Oct 28)
slides
Sorting - InsertSort, MergeSort, QuickSort (Oct 28, Nov 4, Nov 11)
slides (with corrected proof for InsertionSort)
Recurrences (Nov 11)
slides

Worksheets

O-notation, etc. (Oct 21)
worksheet and solution
Complexity and Sorting (Oct 28)
worksheet and solution
MergeSort (Nov 4)
worksheet and solution

Literature

  • Cormen, Leiserson, Rivest, Stein: Introduction to Algorithms; MIT Press
  • Berman, Paul: Algorithms: Sequential, Parallel, and Distributed; Cengage Learning Emea 2004
  • Heun: Grundlegende Algorithmen; Vieweg 2000
  • Sedgewick: Algorithms; Pearson Education
  • Shackleford, Computing and Algorithms; Addison Wesley Longman
  • Kleinberg, Tardos: Algorithm Design; Pearson Education