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_8

8. Genetic Algorithms

Alexandre Bergel¹

(1)

Santiago, Chile

The first part of the book is about neural networks, a computational metaphor about how the brain operates. This chapter, the first of the second part of the book, focuses on evolution. In particular, it will cover genetic algorithms, a computational metaphor for how genetic information is recombined and passed through generations. This algorithm focuses on the pillars of how evolution naturally happens.

This chapter is self-contained: having knowledge of the previous chapters is therefore not a prerequisite to enjoy this chapter and the following ones in this part.

8.1 Algorithms ...

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