Editors:
- State of the art in CI presented in a handbook style by leading experts
- Contains the latest advanced developments on Methods, applications and Tools for Computational Intelligence
Part of the book series: Studies in Computational Intelligence (SCI, volume 115)
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Table of contents (25 chapters)
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Front Matter
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Overview, Background
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Preprocessing, Visualization, Systems Integration
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Artificial Intelligence
About this book
Computational Intelligence: A Compendium presents a well structured overview about this rapidly growing field with contributions of leading experts in Computational Intelligence. The main focus of the compendium is on applied methods tired-and-proven effective to realworld problems, which is especially useful for practitioners, researchers, students and also newcomers to the field. The 25 chapters are grouped into the following themes: I. Overview and Background II. Data Preprocessing and Systems Integration III. Artificial Intelligence IV. Logic and Reasoning V. Ontology VI. Agents VII. Fuzzy Systems VIII. Artificial Neural Networks IX. Evolutionary Approaches X. DNA and Immune-based Computing.
Reviews
From the reviews:
"This compendium contains an excellent summary of the past, present, and future of the field of artificial intelligence or machine learning, now more appropriately named as computational intelligence. …This compendium is particularly valuable not only for its thorough coverage, but also for the numerous resources provided with every chapter … . This material gives the reader an excellent foundation for further study, making this a valuable reference for those in the area. Summing Up: Highly recommended. Graduate, research, faculty, and professional collections." (J. Y. Cheung, Choice, Vol. 46 (6), February, 2009)
"Computational intelligence (CI) was in real need of this compendium, as it is an exhaustive summary that explores the theory of intelligence, through possible computational means. … This compendium is essential reading for researchers with an interest in the field; it could also serve as a resource for a doctoral thesis or various research projects, as it refers to literature that covers every aspect of the field and provides promising solutions to CI open problems." (Mario Aoun, ACM Computing Reviews, May, 2009)
Editors and Affiliations
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School of Computer Science and Software Engineering Faculty of Informatics, University of Wollongong, Wollongong, Australia
John Fulcher
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Knowledge-Based Engineering Founding Director of the KES Centre, University of South Australia, Adelaide, Australia
L. C. Jain
Bibliographic Information
Book Title: Computational Intelligence: A Compendium
Editors: John Fulcher, L. C. Jain
Series Title: Studies in Computational Intelligence
DOI: https://doi.org/10.1007/978-3-540-78293-3
Publisher: Springer Berlin, Heidelberg
eBook Packages: Engineering, Engineering (R0)
Copyright Information: Springer-Verlag Berlin Heidelberg 2008
Hardcover ISBN: 978-3-540-78292-6Published: 16 June 2008
eBook ISBN: 978-3-540-78293-3Published: 28 May 2008
Series ISSN: 1860-949X
Series E-ISSN: 1860-9503
Edition Number: 1
Number of Pages: LXXII, 1182
Topics: Mathematical and Computational Engineering, Artificial Intelligence