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