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Carte Genetic Algorithm Essentials Oliver Kramer

Genetic Algorithm Essentials

Autor: Oliver Kramer
Limbă: engleză
Legare: Carte broșată
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 - Carte broșată
Publicat
2018
Pagini
92
EAN
9783319848341
Enbook ID
20093828
Editura
Springer International Publishing AG
Greutate
454
Dimensiuni
155 x 235 x 6

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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