Coverart for item
The Resource Computational intelligence : a methodological introduction, Rudolf Kruse, Christian Borgelt, Christian Braune, Sanaz Mostaghim, Matthias Steinbrecher ; with contributions from Frank Klawonn and Christian Moewes, (electronic book)

Computational intelligence : a methodological introduction, Rudolf Kruse, Christian Borgelt, Christian Braune, Sanaz Mostaghim, Matthias Steinbrecher ; with contributions from Frank Klawonn and Christian Moewes, (electronic book)

Label
Computational intelligence : a methodological introduction
Title
Computational intelligence
Title remainder
a methodological introduction
Statement of responsibility
Rudolf Kruse, Christian Borgelt, Christian Braune, Sanaz Mostaghim, Matthias Steinbrecher ; with contributions from Frank Klawonn and Christian Moewes
Contributor
Author
Subject
Language
eng
Summary
This authoritative 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 to the definitive textbook on Computational Intelligence has been fully revised and expanded with new content on swarm intelligence, deep learning, fuzzy data analysis, and discrete decision graphs. Topics and features: Provides electronic supplementary material at an associated website, including module descriptions, lecture slides, exercises with solutions, and software tools 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 This accessible text is an essential reference for students of artificial intelligence and intelligent systems, and a valuable resource for all researchers and practitioners seeking a self-study primer on computational intelligence. Rudolf Kruse and Sanaz Mostaghim are professors at the Department of Computer Science of the Otto von Guericke University of Magdeburg, Germany. Christian Borgelt is a principal researcher, and Christian Braune is a research assistant at the same institution. Matthias Steinbrecher is with SAP SE, Potsdam, Germany
Member of
Cataloging source
GW5XE
Dewey number
006.3
Illustrations
illustrations
Index
index present
LC call number
Q342
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
http://library.link/vocab/relatedWorkOrContributorName
  • Kruse, Rudolf
  • Borgelt, Christian
  • Braune, Christian
  • Mostaghim, Sanaz
  • Steinbrecher, Matthias
Series statement
Texts in computer science,
http://library.link/vocab/subjectName
Computational intelligence
Label
Computational intelligence : a methodological introduction, Rudolf Kruse, Christian Borgelt, Christian Braune, Sanaz Mostaghim, Matthias Steinbrecher ; with contributions from Frank Klawonn and Christian Moewes, (electronic book)
Instantiates
Publication
Antecedent source
unknown
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Control code
SPR958948014
Dimensions
unknown
Edition
Second edition.
Extent
1 online resource (xiii, 564 pages)
File format
unknown
Form of item
online
Isbn
9781447172963
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other control number
10.1007/978-1-4471-7296-3
Other physical details
illustrations.
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote
Label
Computational intelligence : a methodological introduction, Rudolf Kruse, Christian Borgelt, Christian Braune, Sanaz Mostaghim, Matthias Steinbrecher ; with contributions from Frank Klawonn and Christian Moewes, (electronic book)
Publication
Antecedent source
unknown
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Control code
SPR958948014
Dimensions
unknown
Edition
Second edition.
Extent
1 online resource (xiii, 564 pages)
File format
unknown
Form of item
online
Isbn
9781447172963
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other control number
10.1007/978-1-4471-7296-3
Other physical details
illustrations.
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote

Library Locations

Processing Feedback ...