| Dato | Undervises av | Sted | Tema | Kommentarer / ressurser |
| 27.08.2012 | Kazi Shah Nawaz Ripon / Gordon Klaus ? | OJD 1416 Auditorium Smalltalk? | Course Overview, Search & optimization algorithms, Introduction to evolutionary algorithm? | Marsland (chapter 11), Eiben & Smith (chapter 1, 2) Handouts: 4p 1p Exercise? |
| 03.09.2012 | Kazi Shah Nawaz Ripon / Gordon Klaus? | OJD 1416 Auditorium Smalltalk ? | Genetic algorithms? | Eiben & Smith (chapter 3) Handouts: 4p 1p ?Exercise? |
| 10.09.2012 | Kazi Shah Nawaz Ripon / Gordon Klaus? | OJD 1416 Auditorium Smalltalk? | Evolutionary strategies, Evolutionary programming, Genetic programming? | Eiben & Smith (chapter 4, 5, 6) Handouts: 4p 1p Exercise? |
| 17.09.2012 | Kazi Shah Nawaz Ripon / Gordon Klaus? | OJD 1416 Auditorium Smalltalk? | Multi-objective evolutionary algorithm, Swarm intelligence, Artificial immune system? | Eiben & Smith (chapter 9.5), On-line papers SI, ACO_1, ACO_2, AIS Handouts: 4p 1p Exercise? |
| 24.09.2012 | Kazi Shah Nawaz Ripon / Gordon Klaus? | OJD 1416 Auditorium Smalltalk? | Interactive evolutionary computation. Working with evolutionary algorithms, Hybridization (Memetic algorithms)? | On-line papers, Eiben & Smith (chapter 10, 14) Handouts: 6p 1p IEC Exercise? |
| 01.10.2012 | Kazi Shah Nawaz Ripon / Gordon Klaus? | OJD 1416 Auditorium Smalltalk? | Review (Evolutionary Computation), Discussion (Exercise)? | Handouts: 6p 1p?? |
| 08.10.2012 | Kazi Shah Nawaz Ripon / Gordon Klaus ? | OJD 1416 Auditorium Smalltalk? | Introduction to learning/classification, Neuron, Perceptron, Multi-Layer perceptron (FF ANN)? | Marsland (chapter 1, 2, 3) Handouts: 6p 1p Exercise? |
| 15.10.2012 | Kazi Shah Nawaz Ripon / Gordon Klaus ? | OJD 1416 Auditorium Smalltalk ? | Multi-Layer perceptron (FF ANN), Backpropagation, Practical issues (generalization, validation.....) ? | Marsland (chapter 3) Handouts: 6p 1p Exercise? |
| 22.10.2012 | Kazi Shah Nawaz Ripon / Gordon Klaus ? | OJD 1416 Auditorium Smalltalk ? | SVM, Dimensionality reduction (PCA)?? | Marsland (chapter 5, 10), On-line papers: SVM PCA Handouts: 6p 1p Exercise? |
| 29.10.2012 | Eivind Samuelsen? | OJD 1416 Auditorium Smalltalk? | Naive bayes classifier, k-NN?? | Marsland (chapter 8) Handouts: 6p 1p Exercise? |
| 05.11.2011 | Arjun Chandra ? | OJD 1416 Auditorium Smalltalk? | Reinforcement learning? | Marsland (chapter 13) Handouts: 4p 1p Exercise On-line book (highly recommended, if interested in a deeper understanding) ? |
| 12.11.2012 | Arjun Chandra ? | OJD 1416 Auditorium Smalltalk? | Unsupervised learning, k-means, SOM? | Marsland (chapter 9) Handouts: 4p 1p Exercise? |
Undervisningsplan
Published Aug. 6, 2012 2:47 PM
- Last modified Nov. 12, 2012 6:05 PM