book

Agile Artificial Intelligence in Pharo: Implementing Neural Networks, Genetic Algorithms, and Neuroevolution

Name: Agile Artificial Intelligence in Pharo: Implementing Neural Networks, Genetic Algorithms, and Neuroevolution
Author: Alexandre Bergel
ISBN: 9781484253847

by Alexandre Bergel

June 2020

Beginner to intermediate

394 pages

7h 17m

English

Apress

Content preview from Agile Artificial Intelligence in Pharo: Implementing Neural Networks, Genetic Algorithms, and Neuroevolution

A. BergelAgile Artificial Intelligence in Pharohttps://doi.org/10.1007/978-1-4842-5384-7_14

14. Neuroevolution

Alexandre Bergel¹

(1)

Santiago, Chile

This chapter covers the third and last part of the book. The book started with the topic of neural networks, which are computational metaphors for the biological brain. Subsequently, the book covered genetic algorithms, computational simulations of species evolution. After these two parts, the question that may naturally be asked is: Is it possible to evolve neural networks in a fashion similar to how our biological brains went through evolution over thousands of years? The answer is yes, and this evolution mechanism is the topic of this third and last part of the book. Neuroevolution ...

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