Introduction to Evolutionary Computing

Autor: A. E. Eiben, James E. Smith

Jazyk:

Väzba: Brožovaná

Vydavateľ: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG

Dostupnosť: Skladom u dodávateľa

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49.06 €

The overall structure of this new edition is three-tier: Part I presents the basics, Part II is conc...

Informácie o knihe

Autor

A. E. Eiben, James E. Smith

Jazyk

Angličtina

Väzba

Kniha - Brožovaná

Vydalo

2016

Stránok

287

EAN

9783662499856

ISBN

3662499851

Enbook ID

15201749

Vydavateľ

Springer-Verlag Berlin and Heidelberg GmbH & Co. KG

Hmotnosť

474

Rozmery

235 x 156 x 21

Kompletný popis

The overall structure of this new edition is three-tier: Part I presents the basics, Part II is concerned with methodological issues, and Part III discusses advanced topics. In the second edition the authors have reorganized the material to focus on problems, how to represent them, and then how to choose and design algorithms for different representations. They also added a chapter on problems, reflecting the overall book focus on problem-solvers, a chapter on parameter tuning, which they combined with the parameter control and "how-to" chapters into a methodological part, and finally a chapter on evolutionary robotics with an outlook on possible exciting developments in this field. The book is suitable for undergraduate and graduate courses in artificial intelligence and computational intelligence, and for self-study by practitioners and researchers engaged with all aspects of bioinspired design and optimization.

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