Undervisningsplan

DatoUndervises avStedTemaKommentarer / ressurser
30.08.2011Jim Torresen? OJD 1416 Auditorium Smalltalk? Course Overview, Introduction to EC and ML? Marsland (chapter 1), Eiben & Smith (chapter 1)

Handouts: 4p 1p?

06.09.2011Kazi Shah Nawaz Ripon ? OJD 1416 Auditorium Smalltalk ? Search & optimization algorithms, Introduction to evolutionary algorithm ? Marsland (chapter 11), Eiben & Smith (chapter 2)

Handouts: 4p 1p

Exercise?

13.09.2011Kazi Shah Nawaz Ripon ? OJD 1416 Auditorium Smalltalk ? Genetic algorithms? Eiben & Smith (chapter 3)

Handouts: 4p 1p

Exercise?

20.09.2011Kazi Shah Nawaz Ripon ? OJD 1416 Auditorium Smalltalk? Evolutionary strategies, Evolutionary programming, Genetic programming, Multi-objective evolutionary algorithm ? Eiben & Smith (chapter 4, 5, 6, 9.5)

Handouts: 4p 1p

Exercise?

27.09.2011Kazi Shah Nawaz Ripon? OJD 1416 Auditorium Smalltalk? Swarm intelligence, Artificial immune system? Handouts: 4p 1p

On-line papers:

ACO 1, ACO 2, ACO 3, AIS 1

Exercise?

04.10.2011Kazi Shah Nawaz Ripon ? OJD 1416 Auditorium Smalltalk? Interactive evolutionary computation. Working with evolutionary algorithms, Hybridization (Memetic algorithms)? On-line papers, Eiben & Smith (chapter 10, 14)

Handouts: 4p 1p

On-line papers: IEC

Exercise?

11.10.2011Kazi Shah Nawaz Ripon? OJD 1416 Auditorium Smalltalk? Introduction to learning/classification, Neuron, Perception, Multi-Layer perception (FF ANN)? Marsland (chapter 1, 2, 3)

Handouts: 4p 1p

Exercise?

18.10.2011Kazi Shah Nawaz Ripon? OJD 1416 Auditorium Smalltalk ? Multi-Layer perception (FF ANN), Backpropagation, Practical issues (generalization, validation.....) ? Marsland (chapter 3), On-line resources

Handouts: 4p 1p

Exercise?

25.10.2011Kazi Shah Nawaz Ripon ? OJD 1416 Auditorium Smalltalk ? SVM, Dimensionality reduction (PCA)?? Marsland (chapter 5, 10), On-line paper

Handouts: 4p 1p

On-line papers: SVM, PCA

Exercise?

01.11.2011Kazi Shah Nawaz Ripon ? OJD 1416 Auditorium Smalltalk? Naive bayes classifier, Bias-variance trade-off, k-NN?? Marsland (chapter 8)

Handouts: 4p 1p

Exercise?

15.11.2011Arjun Chandra? OJD 1416 Auditorium Smalltalk? Reinforcement learning? Marsland (chapter 13)

Handouts: 4p 1p

Exercise?

22.11.2011Kazi Shah Nawaz Ripon? OJD 1416 Auditorium Smalltalk? Unsupervised learning, k-means, SOM, and Discussion? ? Marsland (chapter 9)

Handouts: 4p 1p?

Published July 28, 2011 1:20 PM - Last modified Nov. 22, 2011 2:33 AM