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Computational Intelligence
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Computational Intelligence : A Methodological Introduction

Third Edition 2022

by Christian Borgelt , Christian Braune , Matthias Steinbrecher , Rudolf Kruse , Sanaz Mostaghim

Book Details

Format Paperback / Softback
Book Series Texts in Computer Science
ISBN-10 3030422291
ISBN-13 9783030422295
Edition Third Edition 2022
Publisher Springer Nature Switzerland AG
Imprint Springer Nature Switzerland AG
Country of Manufacture GB
Country of Publication GB
Publication Date Mar 30th, 2023
Print length 639 Pages
Weight 988 grams
Dimensions 15.60 x 23.60 x 4.00 cms
Product Classification: Artificial intelligence
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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 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 third edition has been fully revised and expanded with new content on deep learning, scalarization methods, large-scale optimization algorithms, and collective decision-making algorithms. 

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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