Hands-on genetic algorithms with Python : applying genetic algorithms to solve real-world deep learning and artificial intelligence problems (eBook, 2020) [WorldCat.org]
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Hands-on genetic algorithms with Python : applying genetic algorithms to solve real-world deep learning and artificial intelligence problems

Author: Eyal Wirsansky
Publisher: Birmingham, UK : Packt Publishing, 2020.
Edition/Format:   eBook : Document : Spanish
Summary:

Using this book, you will gain expertise in genetic algorithms, understand how they work and know when and how to use them to create intelligent Python-based applications. By the end of this book,  Read more...

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Genre/Form: Electronic books
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Eyal Wirsansky
ISBN: 9781838559182 1838559183
OCLC Number: 1176246152
Description: 1 online resource (1 volume) : illustrations
Contents: Table of ContentsAn Introduction to Genetic AlgorithmsUnderstanding the Key Components of Genetic AlgorithmsUsing the DEAP FrameworkCombinatorial OptimizationConstraint SatisfactionOptimizing Continuous FunctionsEnhancing Machine Learning Models Using Feature SelectionHyperparameter Tuning Machine Learning ModelsArchitecture Optimization of Deep Learning NetworksReinforcement Learning with Genetic AlgorithmsGenetic Image ReconstructionOther Evolutionary and Bio-Inspired Computation Techniques
Responsibility: Eyal Wirsansky.

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