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Kniha Computational Intelligence RUDOLF KRUSE

Computational Intelligence

A Methodological Introduction

Autor: RUDOLF KRUSE
Jazyk: Angličtina
Vazba: Brožovaná
Vydavatel: Springer London Ltd
Dostupnost: Skladem u dodavatele
Odesíláme za 10-18 dnů
1 700 Kč
This textbook provides a clear and logical introduction to the field, covering the fundamental conce...

Informace o knize

Autor
RUDOLF KRUSE
Jazyk
Angličtina
Vazba
Kniha - Brožovaná
Vydáno
2018
Stránek
564
EAN
9781447173984
ISBN
9781447173984
Enbook ID
19700108
Vydavatel
Springer London Ltd
Hmotnost
803
Rozměry
156 x 234 x 30

Kompletní popis

This textbook provides a clear and logical introduction to the field, covering the fundamental concepts, algorithms and practical implementations behind efforts to develop systems that exhibit intelligent behavior in complex environments. This enhanced second edition has been fully revised and expanded with new content on swarm intelligence, deep learning, fuzzy data analysis, and discrete decision graphs. Features: provides supplementary material at an associated website; contains numerous classroom-tested examples and definitions throughout the text; presents useful insights into all that is necessary for the successful application of computational intelligence methods; explains the theoretical background underpinning proposed solutions to common problems; discusses in great detail the classical areas of artificial neural networks, fuzzy systems and evolutionary algorithms; reviews the latest developments in the field, covering such topics as ant colony optimization and probabilistic graphical models.

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