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


Agile Artificial Intelligence in Pharo: Implementing Neural Networks, Genetic Algorithms, and Neuroevolution
By 作者:Alexandre Bergel
pages 页数: 410 pages
Publisher Finelybook 出版社: Apress; 1st ed. edition (11 July 2020)
Language 语言: English
ISBN-10 书号:1484253833
ISBN-13 书号:9781484253830
Book Description to Finelybook sorting
Cover classical algorithms commonly used as artificial intelligence techniques and program agile artificial intelligence applications using Pharo. This book takes a practical approach By 作者:presenting the implementation details to illustrate the numerous concepts it explains.
Along the way, you’ll learn neural net fundamentals to set you up for practical examples such as the traveling salesman problem and cover genetic algorithms including a fun zoomorphic creature example. Furthermore, Practical Agile AI with Pharo finishes with a data classification application and two game applications including a Pong-like game and a Flappy Bird-like game. This book is informative and fun, giving you source code to play along with. You’ll be able to take this source code and apply it to your own projects.
What You Will Learn

Use neurons, neural networks, learning theory, and more
Work with genetic algorithms
Incorporate neural network principles when working towards neuroevolution
Include neural network fundamentals when building three Pharo-based applications

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