| 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)? |
| 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)? |
| 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? |
| 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)? |
| 01.10.2012 | Kazi Shah Nawaz Ripon / Gordon Klaus? | OJD 1416 Auditorium Smalltalk? | Review (Evolutionary Computation), Discussion (Exercise)? | ? |
| 08.10.2012 | Kazi Shah Nawaz Ripon / Gordon Klaus ? | OJD 1416 Auditorium Smalltalk? | Introduction to learning/classification, Neuron, Perception, Multi-Layer perception (FF ANN)? | Marsland (chapter 1, 2, 3)? |
| 15.10.2012 | Kazi Shah Nawaz Ripon / Gordon Klaus ? | OJD 1416 Auditorium Smalltalk ? | Multi-Layer perception (FF ANN), Backpropagation, Practical issues (generalization, validation.....) ? | Marsland (chapter 3), On-line resources? |
| 22.10.2012 | Kazi Shah Nawaz Ripon / Gordon Klaus ? | OJD 1416 Auditorium Smalltalk ? | SVM, Dimensionality reduction (PCA)?? | Marsland (chapter 5, 10), On-line paper? |
| 29.10.2012 | Kazi Shah Nawaz Ripon / Gordon Klaus ? | OJD 1416 Auditorium Smalltalk? | Naive bayes classifier, Bias-variance trade-off, k-NN?? | Marsland (chapter 8)? |
| 05.11.2011 | Gordon Klaus / Arjun Chandra ? | OJD 1416 Auditorium Smalltalk? | Reinforcement learning? | Marsland (chapter 13)? |
| 12.11.2012 | Gordon Klaus / Arjun Chandra ? | OJD 1416 Auditorium Smalltalk? | Unsupervised learning, k-means, SOM? | Marsland (chapter 9)? |
Undervisningsplan
Published Aug. 23, 2012 2:11 PM