INF3490 - Autumn 2012

Undervisningsplan

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

Published Aug. 6, 2012 2:47 PM - Last modified Nov. 12, 2012 6:05 PM