Evolutionary Computation
אלגוריתמים אבולוציוניים
20225651, Spring 2021 סמסטר ב
Lecturer: Prof. Moshe Sipper
Administrative Details

Schedule (may change)
Mar 1/ lecture Mar 3 / lecture Mar 8/ lecture Mar 10/ lecture Mar 15/ lecture Mar 17/ lecture Mar 22/ lecture Mar 24 / pesach Mar 29/ pesach Mar 31/ pesach Apr 5/ lecture Apr 7/ midterm 1+lecture Apr 12/ lecture Apr 14/ yom hazikaron Apr 19/ lecture Apr 21/ lecture Apr 26/ lecture May 3/ lecture May 5/ lecture May 10/ lecture May 12/ lecture May 17/ shavuot May 19/ ̶m̶i̶d̶t̶e̶r̶m̶ ̶2̶ May 24/ presentations May 26/ presentations May 31/ presentations Jun 2/ presentations Jun 7/ midterm 2 Jun 9/ project Jun 14/ project Jun 16/ project 
Class Material
 Evolutionary Computation
 tiny_ga
 NSGA II
 Schema theorem
 GP: Koza, Koza Tutorial, Koza & Poli, Yoo, Herrmann
 tiny_gp
 Linear GP / Cartesian GP / Grammatical Evolution
 Koza's vids
 SAFE, OMNIREP
 Novelty search
 Machine Learning
 Decision trees
 Random forests
 Linear regression
 Logistic regression
 (Deep) neural networks
 AdaBoost
 Gradient boosting
 Clustering, kmeans
 Dimensionality reduction, PCA