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Hands-On Genetic Algorithms with Python - Second Edition
book

Hands-On Genetic Algorithms with Python - Second Edition

by Eyal Wirsansky
July 2024
Intermediate to advanced
418 pages
10h 25m
English
Packt Publishing
Content preview from Hands-On Genetic Algorithms with Python - Second Edition

Index

As this ebook edition doesn't have fixed pagination, the page numbers below are hyperlinked for reference only, based on the printed edition of this book.

A

activation function 213

AdaBoost 199

adaptive boosting classifier 199, 200

algorithm settings

crossover operator 70, 71

experimenting with 68

mutation operator 72-74

population size and number of generations 68-70

selection operator 74

Amazon EC2 323

Amazon Web Services (AWS) 323

ant colony optimization (ACO) 377

API Gateway 324

architecture optimization, with hyperparameter tuning

classifier’s accuracy, evaluating 223, 224

combining 222

solution representation 223

artificial immune systems (AIS) 378

artificial intelligence (AI) 248, 270

causality 271

counterfactuals 271

genetic algorithms, ...

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Publisher Resources

ISBN: 9781805123798