Computational Intelligence

A Methodological Introduction

Autor: RUDOLF KRUSE

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Editura: Springer London Ltd

Disponibilitate: În depozitul extern

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This textbook provides a clear and logical introduction to the field, covering the fundamental conce...

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Autor

RUDOLF KRUSE

Limbă

engleză

Legare

Carte - Carte broșată

Publicat

2018

Pagini

564

EAN

9781447173984

ISBN

9781447173984

Enbook ID

19700108

Editura

Springer London Ltd

Greutate

803

Dimensiuni

156 x 234 x 30

Descriere completă

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

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