Sumários

Neural networks 1

29 Outubro 2020, 13:00 • Luís Miguel Parreira e Correia

Introduction to artificial neural networks
Simple perceptron
Multilayer perceptron and backpropagation learning algorithm

Project preparation

22 Outubro 2020, 15:00 • Luís Miguel Parreira e Correia

Discussion and clarification of project themes.

Genetic Programming

22 Outubro 2020, 13:00 • Luís Miguel Parreira e Correia

Genetic Programming (aula lecionada por Sara Silva)

Exercises with MuGA

15 Outubro 2020, 15:00 • Luís Miguel Parreira e Correia

(2 students in the lab + 35 remote)

Study of the influence of operators and parameter values in real value problems, using MUGA

Evolutionary algorithms continued

15 Outubro 2020, 13:00 • Luís Miguel Parreira e Correia

Friendly GAs
Estimation of Distribution Algorithms
Evolution Strategies
Evolutionary Programming