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 Universität Dortmund
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Computational Intelligence
Lecture 2V + 1 Ü, Winter term 2007/08
[Content]
[Dates]
[References]
[Slides]
[Exercises]
Computational Intelligence is used as an umbrella term for different approaches borrowing ideas from nature. Its main areas are artificial neural nets, evolutionary algorithms, and fuzzy logic. This course gives a thorough introduction into all three aspects of computational intelligence from the perspective of computer science. It focuses on theoretical aspects but also presents some typical application scenarios.
Lectures start: 17.10.2007
Tutorials start: 22.10.2007
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Time |
Room |
| Lecture: |
Wed 10:15 - 11:45 |
R 104, OH 14 |
| Tutorials: |
Mo 9:15 - 10:00 |
R 104, OH 14 |
|
Mo 12:15 - 13:00 |
R 104, OH 14 |
The following books give a good overview of most of the topics discussed in the lecture:
- Thomas Bäck: Evolutionary Algorithms in Theory and
Practice. Oxford University Press, 1996.
- Thomas Bäck, David Fogel, Zbigniew Michalewicz (Hrsg.):
Handbook of Evolutionary Computation.
- Robert Fuller: Introduction to Neuro-Fuzzy Systems, Springer, 2000.
- Leila Kallel, Bart Naudts, Alex Rogers (Hrsg.): Theoretical
Aspects of Evolutionary Computing. Springer, 2001.
- Raul Rojas: Neural Networks. A Systematic Introduction. Springer, 2002.
- Hans-Jürgen Zimmermann: Fuzzy Set Theory and its Applications. Kluwer Academic Publisher, 2001.
Lecture 17-10-2007: Slides Handout
Lecture 24-10-2007: Slides Handout
Lecture 31-10-2007: Slides Handout
Lecture 07-11-2007: Slides Handout
Lecture 14-11-2007: Slides Handout
Lecture 21-11-2007: Slides Handout
Lecture 28-11-2007: Slides Handout
Lecture 05-12-2007: Slides Handout
Lecture 12-12-2007: Slides Handout
Link to the Fuzzy Truck Control Demo: here.
Lecture 19-12-2007: Slides Handout
Lecture 09-01-2008: Slides Handout
Lecture 16-01-2008: Slides Handout
Lecture 23-01-2008: Slides Handout
Lecture 06-02-2008: Slides Handout
Sheet 0: PDF format
Sheet 1: PDF format
Sheet 2: PDF format
Sheet 3: PDF format
Additional slides for task 3.3: PDF format
Sheet 4: PDF format
Sheet 5: PDF format
Sheet 6: PDF format
Sheet 7: PDF format
Sheet 8: PDF format
Sheet 9: PDF format
Sheet 10: PDF format
Sheet 11: PDF format
Sheet 12: PDF format
If you have any questions regarding this lecture, please contact me:
Carsten Witt.
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