Fundamental Algorithms - Winter 11: Difference between revisions
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| term = Winter 11 | | term = Winter 11 | ||
| lecturer = [[Michael Bader|Prof. Dr. Michael Bader]] | | lecturer = [[Michael Bader|Prof. Dr. Michael Bader]] | ||
| timeplace = Tuesday, 9: | | timeplace = Tuesday, 9:30-11:00 (MI 02.07.023); first lecture: Oct 25 | ||
| credits = 2 SWS (2V) / 3 Credits | | credits = 2 SWS (2V) / 3 Credits | ||
| audience = Computational Science and Engineering, 1st semester (Module [http://drehscheibe.in.tum.de/myintum/kurs_verwaltung/cm.html?id=IN2157 IN2157]); Biomedical Computing (elective) | | audience = Computational Science and Engineering, 1st semester (Module [http://drehscheibe.in.tum.de/myintum/kurs_verwaltung/cm.html?id=IN2157 IN2157]); Biomedical Computing (elective) | ||
| Line 17: | Line 17: | ||
* Arithmetic Problems: parallel prefix computation, parallel matrix and vector operations | * Arithmetic Problems: parallel prefix computation, parallel matrix and vector operations | ||
* Foundations of parallel algorithms and simple models of parallel computation | * Foundations of parallel algorithms and simple models of parallel computation | ||
= Announcements = | |||
* '''Change of time''': Lecture was moved from 9.00-10.30 to 9.30-11.00 (starting on Dec 20) | |||
* '''Exam''': the final exam will be on '''Thu, Feb 23, 2012''' (14.00-16.00) | |||
= Lecture Notes and Material = | = Lecture Notes and Material = | ||
Revision as of 14:04, 14 December 2011
- Term
- Winter 11
- Lecturer
- Prof. Dr. Michael Bader
- Time and Place
- Tuesday, 9:30-11:00 (MI 02.07.023); first lecture: Oct 25
- Audience
- Computational Science and Engineering, 1st semester (Module IN2157); Biomedical Computing (elective)
- Tutorials
- t.b.a. (no compulsory tutorials; there might be a few extra lessons on a voluntary basis)
- Exam
- written exam
- Semesterwochenstunden / ECTS Credits
- 2 SWS (2V) / 3 Credits
- TUMonline
- {{{tumonline}}}
Contents
The course will provide an overview of fundamental algorithms and an introduction to the analysis of 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
Announcements
- Change of time: Lecture was moved from 9.00-10.30 to 9.30-11.00 (starting on Dec 20)
- Exam: the final exam will be on Thu, Feb 23, 2012 (14.00-16.00)
Lecture Notes and Material
Slides from the Lecture
- Introduction - Algorithms, Fibonacci example (Oct 25)
- slides
- Sorting (Nov 8, Nov 15, Nov 22)
- slides (lecture on Nov 15 from 9.00 to 9.45, because of Student General Assembly)
- Recurrences (Nov 22, Nov 29)
- slides
- More Sorting (Nov 29)
- slides
- Parallel Algorithms and PRAM (Dec 6)
- slides
- Parallel Sorting, Odd-Even MergeSort (Dec 13)
- slides
Worksheets
- O-notation, etc. (Nov 8)
- worksheet and solution
- Complexity and Sorting (Nov 15)
- worksheet and solution
- MergeSort and Recurrences (Nov 22)
- worksheet and solution
- (no worksheet on Nov 29)
- Parallel Scalar Product and Matrix-Vector Multiplication (Dec 6)
- 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