Computational Intelligence

A Methodological Introduction

Autor: RUDOLF KRUSE

Jazyk:

Vazba: Brožovaná

Vydavatel: Springer London Ltd

Dostupnost: Skladem u dodavatele

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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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Computational Intelligence

A Methodological Introduction

Informace o knize

Kompletní popis

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