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Image of Computational Intelligence: A Methodological Introduction

Electronic Resource

Computational Intelligence: A Methodological Introduction

Kruse, Rudolf - Personal Name; Mostaghim, Sanaz - Personal Name; Borgelt, Christian - Personal Name; Braune, Christian - Personal Name; Steinbrecher, Matthias - Personal Name;

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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 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.


Availability
Inventory Code Barcode Call Number Location Status
2008000210EB0004545006.3 ComCentral Library (Database Springer E-Book)Available
Detail Information
Series Title
Texts in Computer Science
Call Number
006.3 Com
Publisher
Switzerland : Springer Cham., 2022
Collation
xiv, 639p.: Ill.
Language
English
ISBN/ISSN
978-3-030-42227-1
Classification
006.3
Content Type
Ebook
Media Type
-
Carrier Type
online resource
Edition
1
Subject(s)
Artificial intelligence
Specific Detail Info
-
Statement of Responsibility
RTS
Other version/related
TitleEditionLanguage
ARTIFICIAL INTELLIGENCE: Searching, Reasoning, Planning, LearningRevisiid
File Attachment
  • Computational Intelligence: A Methodological Introduction
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