| Date | Teacher | Place | Topic | Lecture notes / comments |
| 31.08.2010 | Kyrre Harald Glette? | 3B Informatikkbygningen? | Course Overview, Introduction to EC and ML? | Marsland (chapter 1), Eiben & Smith (chapter 1)Handouts: 4p?1p? |
| 07.09.2010 | Kazi Shah Nawaz Ripon? | 3B Informatikkbygningen? | Search and optimization algorithms, Introduction to evolutionary algorithm? | Marshland (chapter 11), Eiben & Smith (chapter 2)Handouts: 4p 1p? |
| 14.09.2010 | Kazi Shah Nawaz Ripon? | 3B Informatikkbygningen? | Genetic algorithms, Evolutionary strategies? | Eiben & Smith (chapter 3, 4)Handouts: 4p 1p? |
| 21.09.2010 | Kazi Shah Nawaz Ripon? | 3B Informatikkbygningen? | Evolutionary programming, Genetic programming, Multiobjective evolutionary algorithm? | Eiben & Smith (chapter 5, 6, 9.5)Handouts: 4p 1p? |
| 28.09.2010 | Kazi Shah Nawaz Ripon? | 3B Informatikkbygningen? | Working with evolutionary algorithms, Hybridization (Memetic algorithms)? | Eiben & Smith (chapter 10, 14)Handouts: 4p 1p? |
| 05.10.2010 | Kazi Shah Nawaz Ripon? | 3B Informatikkbygningen? | Swarm intelligence, Artificial immune system? | On-line papersOn line papers: ACO_1 ACO_2AIS_1 AIS_2Handouts: 4p 1p? |
| 12.10.2010 | Kazi Shah Nawaz Ripon? | 3B Informatikkbygningen? | Introduction to learning/classification, Neuron, Perception, Multi-Layer perception (FF ANN)? | Marshland (chapter 1, 2, 3)Handouts: 4p 1p? |
| 19.10.2010 | Kazi Shah Nawaz Ripon? | 3B Informatikkbygningen? | Multi-Layer perception (FF ANN), Backpropagation, Practical issues (generalization, validation.....)? | Marshland (chapter 3), On-line resourcesOn line papers: MLP_1 Validation Handouts: 4p 1p? |
| 26.10.2010 | Kazi Shah Nawaz Ripon? | 3B Informatikkbygningen? | SVM, Dimensionality reduction (PCA)? | Marshland (chapter 5, 10)On line papers: PCA Handouts: 4p 1p? |
| 02.11.2010 | Kazi Shah Nawaz Ripon ? | 3B Informatikkbygningen ? | Naive bayes classifier, Bias-variance trade-off, k-NN? | Marshland (chapter 8)Handouts: 4p 1p? |
| 09.11.2010 | Kazi Shah Nawaz Ripon ? | 3B Informatikkbygningen? | Unsupervised learning, k-means, SOM? | Marshland (chapter 9)Handouts: 4p 1p ? |
| 16.11.2010 | Kazi Shah Nawaz Ripon ? | 3B Informatikkbygningen? | Discussion? | ? |
Teaching plan
Published Aug. 13, 2010 5:34 PM
- Last modified Nov. 9, 2010 12:39 AM