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Книга Genetic Algorithm Essentials Oliver Kramer

Genetic Algorithm Essentials

Автор: Oliver Kramer
Език: Английски език
Корици: С меки корици
Издател: Springer International Publishing AG
Наличност: Външен склад
Изпращаме след 10-18 дни
149.60 € 292.59 лв
This book introduces readers to genetic algorithms (GAs) with an emphasis on making the concepts, al...

Информация за книгата

Автор
Oliver Kramer
Език
Английски език
Корици
Книга - С меки корици
Издадена
2018
страници
92
EAN
9783319848341
Enbook ID
20093828
Издател
Springer International Publishing AG
Теглоt
454
Размери
155 x 235 x 6

Пълно описание

This book introduces readers to genetic algorithms (GAs) with an emphasis on making the concepts, algorithms, and applications discussed as easy to understand as possible. Further, it avoids a great deal of formalisms and thus opens the subject to a broader audience in comparison to manuscripts overloaded by notations and equations. The book is divided into three parts, the first of which provides an introduction to GAs, starting with basic concepts like evolutionary operators and continuing with an overview of strategies for tuning and controlling parameters. In turn, the second part focuses on solution space variants like multimodal, constrained, and multi-objective solution spaces. Lastly, the third part briefly introduces theoretical tools for GAs, the intersections and hybridizations with machine learning, and highlights selected promising applications.

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