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Kniha Genetic Algorithm Essentials Oliver Kramer

Genetic Algorithm Essentials

Autor: Oliver Kramer
Jazyk: Angličtina
Vazba: Pevná
Vydavatel: Springer International Publishing AG
Dostupnost: Skladem u dodavatele
Odesíláme za 10-18 dnů
3 278 Kč
This book introduces readers to genetic algorithms (GAs) with an emphasis on making the concepts, al...

Informace o knize

Autor
Oliver Kramer
Jazyk
Angličtina
Vazba
Kniha - Pevná
Vydáno
2017
Stránek
92
EAN
9783319521558
ISBN
3319521551
Enbook ID
15560967
Vydavatel
Springer International Publishing AG
Hmotnost
347
Rozměry
155 x 235 x 12

Kompletní popis

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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