Teaching plan

DateTeacherPlaceTopicLecture notes / comments
31.08.2010Kyrre Harald Glette? 3B Informatikkbygningen? Course Overview, Introduction to EC and ML? Marsland (chapter 1), Eiben & Smith (chapter 1)

Handouts: 4p?1p?

07.09.2010Kazi Shah Nawaz Ripon? 3B Informatikkbygningen? Search and optimization algorithms, Introduction to evolutionary algorithm? Marshland (chapter 11), Eiben & Smith (chapter 2)

Handouts: 4p 1p?

14.09.2010Kazi Shah Nawaz Ripon? 3B Informatikkbygningen? Genetic algorithms, Evolutionary strategies? Eiben & Smith (chapter 3, 4)

Handouts: 4p 1p?

21.09.2010Kazi Shah Nawaz Ripon? 3B Informatikkbygningen? Evolutionary programming, Genetic programming, Multiobjective evolutionary algorithm? Eiben & Smith (chapter 5, 6, 9.5)

Handouts: 4p 1p?

28.09.2010Kazi Shah Nawaz Ripon? 3B Informatikkbygningen? Working with evolutionary algorithms, Hybridization (Memetic algorithms)? Eiben & Smith (chapter 10, 14)

Handouts: 4p 1p?

05.10.2010Kazi Shah Nawaz Ripon? 3B Informatikkbygningen? Swarm intelligence, Artificial immune system? On-line papers

On line papers: ACO_1 ACO_2

AIS_1 AIS_2

Handouts: 4p 1p?

12.10.2010Kazi Shah Nawaz Ripon? 3B Informatikkbygningen? Introduction to learning/classification, Neuron, Perception, Multi-Layer perception (FF ANN)? Marshland (chapter 1, 2, 3)

Handouts: 4p 1p?

19.10.2010Kazi Shah Nawaz Ripon? 3B Informatikkbygningen? Multi-Layer perception (FF ANN), Backpropagation, Practical issues (generalization, validation.....)? Marshland (chapter 3), On-line resources

On line papers: MLP_1 Validation

Handouts: 4p 1p?

26.10.2010Kazi Shah Nawaz Ripon? 3B Informatikkbygningen? SVM, Dimensionality reduction (PCA)? Marshland (chapter 5, 10)

On line papers: PCA

Handouts: 4p 1p?

02.11.2010Kazi Shah Nawaz Ripon ? 3B Informatikkbygningen ? Naive bayes classifier, Bias-variance trade-off, k-NN? Marshland (chapter 8)

Handouts: 4p 1p?

09.11.2010Kazi Shah Nawaz Ripon ? 3B Informatikkbygningen? Unsupervised learning, k-means, SOM? Marshland (chapter 9)

Handouts: 4p 1p ?

16.11.2010Kazi Shah Nawaz Ripon ? 3B Informatikkbygningen? Discussion? ?
Published Aug. 13, 2010 5:34 PM - Last modified Nov. 9, 2010 12:39 AM