Agile Artificial Intelligence in Pharo Agile Artificial Intelligence in Pharo

Agile Artificial Intelligence in Pharo

Implementing Neural Networks, Genetic Algorithms, and Neuroevolution

    • 49,99 €
    • 49,99 €

Description de l’éditeur

Cover classical algorithms commonly used as artificial intelligence techniques and program agile artificial intelligence applications using Pharo. This book takes a practical approach by 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.  

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

GENRE
Informatique et Internet
SORTIE
2020
20 juin
LANGUE
EN
Anglais
LONGUEUR
407
Pages
ÉDITIONS
Apress
DÉTAILS DU FOURNISSEUR
Springer Science & Business Media LLC
TAILLE
9,1
Mo
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Introduction to Morphogenetic Computing Introduction to Morphogenetic Computing
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Practical Computer Vision Applications Using Deep Learning with CNNs Practical Computer Vision Applications Using Deep Learning with CNNs
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Genetic Programming Genetic Programming
2008
Agile Visualization with Pharo Agile Visualization with Pharo
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Software Composition Software Composition
2009