Sumários

Introduction to neu

31 Outubro 2019, 13:00 • Luís Miguel Parreira e Correia

Neural Networks
Learning processes
Simple perceptron and Multi-layer perceptron

Exercises with MuGA

24 Outubro 2019, 15:00 • Luís Miguel Parreira e Correia

Using MuGA tool:

- Analysis of fitness landscapes

- Analysis of EA results in a few benchmark problems

Genetic Programming

24 Outubro 2019, 13:00 • Luís Miguel Parreira e Correia

Overview o Genetic Programming (GP)

Analysis of showcases

Discussion of pros and cons

Advanced EA (continuation)

24 Outubro 2019, 11:00 • Luís Miguel Parreira e Correia

Continuation of the matters presented in the previous theoretical lecture.

Advanced Evolutionary Algorithms

24 Outubro 2019, 09:00 • Luís Miguel Parreira e Correia

Evolutionary algorithms - analysis & improvements to GA, and alternative approaches
Friendly GAs
Schema theories (and implicit parallelism)
Evolution strategies and Evolutionary Programming
Estimation of distribution algorithms