SPRI | Computational Intelligence: A Methodological Introduction, 2nd Edition (2016 EN)

Author: Rudolf Kruse, Christian Borgelt, Christian Braune, Sanaz Mostaghim, Matthias Steinbrecher
Full Title: Computational Intelligence: A Methodological Introduction, 2nd Edition
Publisher: Springer; 2nd ed. 2016 edition (September 17, 2016)
Year: 2016
ISBN-13: 9781447172963 (978-1-4471-7296-3), 9781447172949 (978-1-4471-7294-9)
ISBN-10: 1447172965, 1447172949
Pages: 564
Language: English
Genre: Computer Science: Artificial Intelligence
File type: PDF (True)
Quality: 10/10
Price: 83.19 €


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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