| Dato | Undervises av | Sted | Tema | Kommentarer / ressurser |
| 30.08.2011 | Jim Torresen? | OJD 1416 Auditorium Smalltalk? | Course Overview, Introduction to EC and ML? | Marsland (chapter 1), Eiben & Smith (chapter 1)Handouts: 4p 1p? |
| 06.09.2011 | Kazi Shah Nawaz Ripon ? | OJD 1416 Auditorium Smalltalk ? | Search & optimization algorithms, Introduction to evolutionary algorithm ? | Marsland (chapter 11), Eiben & Smith (chapter 2)Handouts: 4p 1pExercise? |
| 13.09.2011 | Kazi Shah Nawaz Ripon ? | OJD 1416 Auditorium Smalltalk ? | Genetic algorithms? | Eiben & Smith (chapter 3)Handouts: 4p 1pExercise? |
| 20.09.2011 | Kazi 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 1pExercise? |
| 27.09.2011 | Kazi Shah Nawaz Ripon? | OJD 1416 Auditorium Smalltalk? | Swarm intelligence, Artificial immune system? | Handouts: 4p 1pOn-line papers: ACO 1, ACO 2, ACO 3, AIS 1Exercise? |
| 04.10.2011 | Kazi 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 1pOn-line papers: IECExercise? |
| 11.10.2011 | Kazi 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 1pExercise? |
| 18.10.2011 | Kazi Shah Nawaz Ripon? | OJD 1416 Auditorium Smalltalk ? | Multi-Layer perception (FF ANN), Backpropagation, Practical issues (generalization, validation.....) ? | Marsland (chapter 3), On-line resourcesHandouts: 4p 1pExercise? |
| 25.10.2011 | Kazi Shah Nawaz Ripon ? | OJD 1416 Auditorium Smalltalk ? | SVM, Dimensionality reduction (PCA)?? | Marsland (chapter 5, 10), On-line paperHandouts: 4p 1pOn-line papers: SVM, PCAExercise? |
| 01.11.2011 | Kazi Shah Nawaz Ripon ? | OJD 1416 Auditorium Smalltalk? | Naive bayes classifier, Bias-variance trade-off, k-NN?? | Marsland (chapter 8)Handouts: 4p 1pExercise? |
| 15.11.2011 | Arjun Chandra? | OJD 1416 Auditorium Smalltalk? | Reinforcement learning? | Marsland (chapter 13)Handouts: 4p 1pExercise? |
| 22.11.2011 | Kazi Shah Nawaz Ripon? | OJD 1416 Auditorium Smalltalk? | Unsupervised learning, k-means, SOM, and Discussion? ? | Marsland (chapter 9)Handouts: 4p 1p? |
Undervisningsplan
Published July 28, 2011 1:20 PM
- Last modified Nov. 22, 2011 2:33 AM