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Carte Genetic Algorithm Essentials Oliver Kramer

Genetic Algorithm Essentials

Autor: Oliver Kramer
Limbă: engleză
Legare: Copertă tare
Editura: Springer International Publishing AG
Disponibilitate: În depozitul extern
Expediem în 10-18 zile
747.26 lei
This book introduces readers to genetic algorithms (GAs) with an emphasis on making the concepts, al...

Informații despre carte

Autor
Oliver Kramer
Limbă
engleză
Legare
Carte - Copertă tare
Publicat
2017
Pagini
92
EAN
9783319521558
ISBN
3319521551
Enbook ID
15560967
Editura
Springer International Publishing AG
Greutate
347
Dimensiuni
155 x 235 x 12

Descriere completă

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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